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"https://help.aliyun.com/en/model-studio/newly-released-models", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-wan-2-7-t2v", "model_version_slug": "alibaba-qwen-wan-2-7-t2v-current", "label": "Wan 2.7 Text-to-Video / wan2.7-t2v", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/en/model-studio/models", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "anthropic", "model_slug": "anthropic-claude-fable-5", "model_version_slug": "anthropic-claude-fable-5-current", "label": "Claude Fable 5 / claude-fable-5", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.claude.com/docs/en/about-claude/models/introducing-claude-fable-5-and-claude-mythos-5", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "anthropic", "model_slug": "anthropic-claude-haiku-4-5", "model_version_slug": "anthropic-claude-haiku-4-5-current", "label": "Claude Haiku 4.5 / claude-haiku-4-5-20251001", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.anthropic.com/news/claude-haiku-4-5", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "anthropic", "model_slug": "anthropic-claude-mythos-5", "model_version_slug": "anthropic-claude-mythos-5-current", "label": "Claude Mythos 5 / claude-mythos-5", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.claude.com/docs/en/about-claude/models/introducing-claude-fable-5-and-claude-mythos-5", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "anthropic", "model_slug": "anthropic-claude-opus-4-7", "model_version_slug": "anthropic-claude-opus-4-7-current", "label": "Claude Opus 4.7 / claude-opus-4-7", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.anthropic.com/news/claude-opus-4-7", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "anthropic", "model_slug": "anthropic-claude-opus-4-8", "model_version_slug": "anthropic-claude-opus-4-8-current", "label": "Claude Opus 4.8 / claude-opus-4-8", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.anthropic.com/news/claude-opus-4-8", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "anthropic", "model_slug": "anthropic-claude-sonnet-4-6", "model_version_slug": "anthropic-claude-sonnet-4-6-current", "label": "Claude Sonnet 4.6 / claude-sonnet-4-6", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.anthropic.com/news/claude-sonnet-4-6", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "anthropic", "model_slug": "anthropic-claude-sonnet-5", "model_version_slug": "anthropic-claude-sonnet-5-current", "label": "Claude Sonnet 5 / claude-sonnet-5", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.claude.com/docs/en/about-claude/models/whats-new-sonnet-5", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-doubao-seed-2-1-pro", "model_version_slug": "bytedance-doubao-seed-2-1-pro-current", "label": "Doubao-Seed-2.1-pro / Doubao-Seed-2.1-pro", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/seed2_1", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-doubao-seed-2-1-turbo", "model_version_slug": "bytedance-doubao-seed-2-1-turbo-current", "label": "Doubao-Seed-2.1-turbo / Doubao-Seed-2.1-turbo", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/seed2_1", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter 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"external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed1-5-vl", "model_version_slug": "bytedance-seed1-5-vl-phase-3-5", "label": "Seed1.5-VL / Seed1.5-VL", "class": "policy_or_credentials_blocked", "access_layer": "research_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/models", "reason": "The relevant public counter would require credentials, authorization, or policy review before collection.", "next_action": "Keep out of public counters until credentials, authorization, and policy review are approved.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0-code", "model_version_slug": "bytedance-seed2-0-code-current", "label": "Doubao-Seed-2.0-Code / doubao-seed-2.0-code", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/blog/seed-2-0-official-launch", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0-lite", "model_version_slug": "bytedance-seed2-0-lite-current", "label": "Doubao-Seed-2.0-lite / doubao-seed-2.0-lite", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/blog/seed-2-0-official-launch", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0-mini", "model_version_slug": "bytedance-seed2-0-mini-current", "label": "Doubao-Seed-2.0-mini / doubao-seed-2.0-mini", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/blog/seed-2-0-official-launch", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "bytedance-doubao", 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"source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/music-generation", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "google", "model_slug": "google-lyria-3-pro-preview", "model_version_slug": "google-lyria-3-pro-preview-current", "label": "Lyria 3 Pro Preview / lyria-3-pro-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": 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"https://ai.google.dev/gemini-api/docs/realtime-music-generation", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "google", "model_slug": "google-nano-banana-2-preview", "model_version_slug": "google-nano-banana-2-preview-current", "label": "Gemini 3.1 Flash Image (Nano Banana 2) / gemini-3.1-flash-image", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-image", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "google", "model_slug": "google-nano-banana", "model_version_slug": "google-nano-banana-current", "label": "Nano Banana / gemini-2.5-flash-image", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-image", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "google", "model_slug": "google-veo-3-1-fast-preview", "model_version_slug": "google-veo-3-1-fast-preview-current", "label": "Veo 3.1 Fast Preview / veo-3.1-fast-generate-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "google", "model_slug": "google-veo-3-1-lite-preview", "model_version_slug": "google-veo-3-1-lite-preview-current", "label": "Veo 3.1 Lite Preview / veo-3.1-lite-generate-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "google", "model_slug": "google-veo-3-1-preview", "model_version_slug": "google-veo-3-1-preview-current", "label": "Veo 3.1 Preview / veo-3.1-generate-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo-3.1-generate-preview", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "google", "model_slug": "google-veo-3", "model_version_slug": "google-veo-3-current", "label": "Veo 3 / veo-3.0-generate-001", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/deprecations", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "meituan", "model_slug": "meituan-longcat-2-0", "model_version_slug": "meituan-longcat-2-0-current", "label": "LongCat-2.0 / LongCat-2.0", "class": "source_candidate_needs_collector", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://longcat.chat/platform/docs/zh/ChangeLog.html", "reason": "The model/version is a public-source candidate, but no collector/importer has linked a counter row yet.", "next_action": "Add a public-source collector/importer for this counter family, then rerun validation.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "meta", "model_slug": "meta-dinov3", "model_version_slug": "meta-dinov3-current", "label": "DINOv3 / DINOv3", "class": "source_candidate_needs_collector", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": "2026-07-15T20:53:04.316Z", "source_url": "https://ai.meta.com/research/dinov3/", "reason": "DINOv3 is represented here as a family-level record with multiple official Hugging Face checkpoint variants; one variant counter would understate or distort the family.", "next_action": "Keep the collector row open until the catalog splits DINOv3 variants or a direct family-level public counter source is available.", "evidence_basis": "official Meta DINOv3 page plus public Hugging Face variant pages; no single direct model/version counter is safe for the family row", "parameter_review_status": null, "counter_review_status": "reviewed_no_single_direct_counter" }, { "gap_type": "adoption_counter", "company_slug": "meta", "model_slug": "meta-muse-image", "model_version_slug": "meta-muse-image-current", "label": "Muse Image / Muse Image", "class": "source_not_available_for_closed_or_product_api", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the 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public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "meta", "model_slug": "meta-muse-spark", "model_version_slug": "meta-muse-spark-current", "label": "Muse Spark / Muse Spark", "class": "source_not_available_for_closed_or_product_api", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-spark-msl/", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "meta", "model_slug": "meta-muse-video", "model_version_slug": "meta-muse-video-preview", "label": "Muse Video / Muse Video preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "minimax", "model_slug": "minimax-hailuo-2-3-fast", "model_version_slug": "minimax-hailuo-2-3-fast-current", "label": "MiniMax-Hailuo-2.3-Fast / MiniMax-Hailuo-2.3-Fast", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/guides/models-intro", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "minimax", "model_slug": "minimax-hailuo-2-3", "model_version_slug": "minimax-hailuo-2-3-phase-3-5", "label": "MiniMax-Hailuo-2.3 / MiniMax-Hailuo-2.3", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/release-notes/models", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "minimax", "model_slug": 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"https://platform.minimax.io/docs/guides/models-intro", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-hd", "label": "Speech-2.8 / speech-2.8-hd", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/api-reference/api-overview", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-phase-3-5", "label": "Speech-2.8 / Speech-2.8", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/release-notes/models", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-turbo", "label": "Speech-2.8 / speech-2.8-turbo", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/api-reference/api-overview", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "mistral", "model_slug": "mistral-leanstral-1-5", "model_version_slug": "mistral-leanstral-1-5-current", "label": "Leanstral 1.5 / labs-leanstral-1-5", "class": "policy_or_credentials_blocked", "access_layer": "research_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.mistral.ai/resources/changelogs", "reason": "The relevant public counter would require credentials, authorization, or policy review before collection.", "next_action": "Keep out of public counters until credentials, authorization, and policy review are approved.", "evidence_basis": 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"https://static.stepfun.com/blog/step-edge/", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "stepfun", "model_slug": "stepfun-stepaudio-2-5-asr", "model_version_slug": "stepfun-stepaudio-2-5-asr-current", "label": "StepAudio 2.5 ASR / stepaudio-2.5-asr", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.stepfun.ai/docs/en/guides/models/overview", "reason": 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"parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-3d-3-1", "model_version_slug": "tencent-hy-3d-3-1-phase-3-5", "label": "Tencent HY 3D 3.1 / hy-3d-3.1", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://cloud.tencent.com/document/product/1823/130082", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-3d-express", "model_version_slug": "tencent-hy-3d-express-current", "label": "Hunyuan 3D Express / hy-3d-express", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://cloud.tencent.com/document/product/1823/130051", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.adoption.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "adoption_counter", "company_slug": 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"external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen-audio-3-0-tts-flash", "model_version_slug": "alibaba-qwen-qwen-audio-3-0-tts-flash-current", "label": "Qwen-Audio 3.0 TTS Flash / qwen-audio-3.0-tts-flash", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "qwen-audio-3.0-tts-flash", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen-audio-3-0-tts-plus", "model_version_slug": "alibaba-qwen-qwen-audio-3-0-tts-plus-current", "label": "Qwen-Audio 3.0 TTS Plus / qwen-audio-3.0-tts-plus", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "qwen-audio-3.0-tts-plus", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen-image-2-0-pro", "model_version_slug": "alibaba-qwen-qwen-image-2-0-pro-current", "label": "Qwen Image 2.0 Pro / qwen-image-2.0-pro-2026-06-22", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "qwen-image-2.0-pro-2026-06-22", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen-image", "model_version_slug": "alibaba-qwen-qwen-image-current", "label": "Qwen Image / Qwen-Image", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Qwen-Image", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-5-ocr", "model_version_slug": "alibaba-qwen-qwen3-5-ocr-current", "label": "Qwen3.5-OCR / qwen3.5-ocr", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "qwen3.5-ocr", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-5-omni-flash", "model_version_slug": "alibaba-qwen-qwen3-5-omni-flash-current", "label": "Qwen3.5-Omni-Flash / qwen3.5-omni-flash", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "qwen3.5-omni-flash", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-5-omni-plus", "model_version_slug": "alibaba-qwen-qwen3-5-omni-plus-current", "label": "Qwen3.5-Omni-Plus / qwen3.5-omni-plus", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "qwen3.5-omni-plus", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-embedding-8b", "model_version_slug": "alibaba-qwen-qwen3-embedding-8b-current", "label": "Qwen3 Embedding 8B / Qwen3-Embedding-8B", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Qwen3-Embedding-8B", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-omni-30b-a3b", "model_version_slug": "alibaba-qwen-qwen3-omni-30b-a3b-instruct-current", "label": "Qwen3 Omni 30B A3B / Qwen3-Omni-30B-A3B-Instruct", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Qwen3-Omni-30B-A3B-Instruct", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-omni-30b-a3b", "model_version_slug": "alibaba-qwen-qwen3-omni-30b-a3b-thinking-current", "label": "Qwen3 Omni 30B A3B / Qwen3-Omni-30B-A3B-Thinking", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Qwen3-Omni-30B-A3B-Thinking", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-omni-flash", "model_version_slug": "alibaba-qwen-qwen3-omni-flash-current", "label": "Qwen3 Omni Flash / qwen3-omni-flash", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "qwen3-omni-flash", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not 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"2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-tts-realtime", "model_version_slug": "alibaba-qwen-qwen3-tts-flash-realtime-current", "label": "Qwen3 TTS Realtime / qwen3-tts-flash-realtime", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "qwen3-tts-flash-realtime", "mapping_confidence": "high", "mapping_notes": "No 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"openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-tts", "model_version_slug": "alibaba-qwen-qwen3-tts-flash-current", "label": "Qwen3 TTS / qwen3-tts-flash", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "qwen3-tts-flash", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", 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in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-vl-reranker-8b", "model_version_slug": "alibaba-qwen-qwen3-vl-reranker-8b-current", "label": "Qwen3 VL Reranker 8B / Qwen3-VL-Reranker-8B", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Qwen3-VL-Reranker-8B", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3guard-gen-8b", "model_version_slug": "alibaba-qwen-qwen3guard-gen-8b-current", "label": "Qwen3Guard Gen 8B / Qwen3Guard-Gen-8B", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Qwen3Guard-Gen-8B", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3guard-stream-8b", "model_version_slug": "alibaba-qwen-qwen3guard-stream-8b-current", "label": "Qwen3Guard Stream 8B / Qwen3Guard-Stream-8B", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Qwen3Guard-Stream-8B", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-wan-2-6-i2v", "model_version_slug": "alibaba-qwen-wan-2-6-i2v-current", "label": "Wan 2.6 Image-to-Video / wan2.6-i2v", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "wan2.6-i2v", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-wan-2-6-image", "model_version_slug": "alibaba-qwen-wan-2-6-image-current", "label": "Wan 2.6 Image / wan2.6-image", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "wan2.6-image", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-wan-2-7-image-pro", "model_version_slug": "alibaba-qwen-wan-2-7-image-pro-current", "label": "Wan 2.7 Image Pro / wan2.7-image-pro", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "wan2.7-image-pro", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-wan-2-7-r2v", "model_version_slug": "alibaba-qwen-wan-2-7-r2v-current", "label": "Wan 2.7 Reference-to-Video / wan2.7-r2v-2026-06-12", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "wan2.7-r2v-2026-06-12", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-wan-2-7-t2v", "model_version_slug": "alibaba-qwen-wan-2-7-t2v-2026-06-12", "label": "Wan 2.7 Text-to-Video / wan2.7-t2v-2026-06-12", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "wan2.7-t2v-2026-06-12", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-wan-2-7-t2v", "model_version_slug": "alibaba-qwen-wan-2-7-t2v-current", "label": "Wan 2.7 Text-to-Video / wan2.7-t2v", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "wan2.7-t2v", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "anthropic", "model_slug": "anthropic-claude-mythos-5", "model_version_slug": "anthropic-claude-mythos-5-current", "label": "Claude Mythos 5 / claude-mythos-5", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "claude-mythos-5", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-doubao-seed-2-1-pro", "model_version_slug": "bytedance-doubao-seed-2-1-pro-current", "label": "Doubao-Seed-2.1-pro / Doubao-Seed-2.1-pro", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Doubao-Seed-2.1-pro", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-doubao-seed-2-1-turbo", "model_version_slug": "bytedance-doubao-seed-2-1-turbo-current", "label": "Doubao-Seed-2.1-turbo / Doubao-Seed-2.1-turbo", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Doubao-Seed-2.1-turbo", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-doubao-seed-evolving", "model_version_slug": "bytedance-doubao-seed-evolving-current", "label": "Doubao-Seed-Evolving / Doubao-Seed-Evolving", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Doubao-Seed-Evolving", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed1-5-vl", "model_version_slug": "bytedance-seed1-5-vl-phase-3-5", "label": "Seed1.5-VL / Seed1.5-VL", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Seed1.5-VL", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0-code", "model_version_slug": "bytedance-seed2-0-code-current", "label": "Doubao-Seed-2.0-Code / doubao-seed-2.0-code", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "doubao-seed-2.0-code", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0-lite", "model_version_slug": "bytedance-seed2-0-lite-current", "label": "Doubao-Seed-2.0-lite / doubao-seed-2.0-lite", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "doubao-seed-2.0-lite", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0-mini", "model_version_slug": "bytedance-seed2-0-mini-current", "label": "Doubao-Seed-2.0-mini / doubao-seed-2.0-mini", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "doubao-seed-2.0-mini", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0", "model_version_slug": "bytedance-seed2-0-phase-3-5", "label": "Doubao-Seed-2.0-pro / doubao-seed-2.0-pro", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "doubao-seed-2.0-pro", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seedance-2-0-fast", "model_version_slug": "bytedance-seedance-2-0-fast-current", "label": "Doubao-Seedance-2.0-fast / Doubao-Seedance-2.0-fast", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Doubao-Seedance-2.0-fast", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seedance-2-0-mini", "model_version_slug": "bytedance-seedance-2-0-mini-current", "label": "Doubao-Seedance-2.0-mini / Doubao-Seedance-2.0-mini", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Doubao-Seedance-2.0-mini", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seedance-2-0", "model_version_slug": "bytedance-seedance-2-0-phase-3-5", "label": "Seedance 2.0 / Seedance 2.0", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Seedance 2.0", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model 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"mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seedream-5-0-pro", "model_version_slug": "bytedance-seedream-5-0-pro-current", "label": "Seedream 5.0 Pro / Seedream 5.0 Pro", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Seedream 5.0 Pro", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "deepseek", "model_slug": "deepseek-coder-v2", "model_version_slug": "deepseek-coder-v2-instruct-current", "label": "DeepSeek Coder V2 / DeepSeek-Coder-V2-Instruct", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": false, "openrouter_slug": null, "external_model_name": "DeepSeek-Coder-V2-Instruct", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "deepseek", "model_slug": "deepseek-janus-pro", "model_version_slug": "deepseek-janus-pro-7b-current", "label": "Janus Pro / Janus-Pro-7B", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Janus-Pro-7B", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "deepseek", "model_slug": "deepseek-vl2", "model_version_slug": "deepseek-vl2-current", "label": "DeepSeek VL2 / deepseek-vl2", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "deepseek-vl2", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-embeddinggemma-300m", "model_version_slug": "google-embeddinggemma-300m-current", "label": "EmbeddingGemma 300M / embeddinggemma-300m", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "embeddinggemma-300m", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-functiongemma-270m-it", "model_version_slug": "google-functiongemma-270m-it-current", "label": "FunctionGemma 270M IT / functiongemma-270m-it", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "functiongemma-270m-it", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-2-5-flash-live-preview", "model_version_slug": "google-gemini-2-5-flash-live-preview-current", "label": "Gemini 2.5 Flash Live Preview / gemini-2.5-flash-native-audio-preview-12-2025", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-2.5-flash-native-audio-preview-12-2025", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-2-5-flash-tts-preview", "model_version_slug": "google-gemini-2-5-flash-tts-preview-current", "label": "Gemini 2.5 Flash TTS Preview / gemini-2.5-flash-preview-tts", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-2.5-flash-preview-tts", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-3-1-flash-live-preview", "model_version_slug": "google-gemini-3-1-flash-live-preview-current", "label": "Gemini 3.1 Flash Live Preview / gemini-3.1-flash-live-preview", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-3.1-flash-live-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-3-1-flash-tts-preview", "model_version_slug": "google-gemini-3-1-flash-tts-preview-current", "label": "Gemini 3.1 Flash TTS Preview / gemini-3.1-flash-tts-preview", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-3.1-flash-tts-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-3-5-live-translate-preview", "model_version_slug": "google-gemini-3-5-live-translate-preview-current", "label": "Gemini 3.5 Live Translate Preview / gemini-3.5-live-translate-preview", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-3.5-live-translate-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-embedding-001", "model_version_slug": "google-gemini-embedding-001-current", "label": "Gemini Embedding / gemini-embedding-001", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-embedding-001", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-embedding-2", "model_version_slug": "google-gemini-embedding-2-current", "label": "Gemini Embedding 2 / gemini-embedding-2", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-embedding-2", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-omni-flash-preview", "model_version_slug": "google-gemini-omni-flash-preview-current", "label": "Gemini Omni Flash Preview / gemini-omni-flash-preview", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-omni-flash-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-gemini-robotics-er-1-6-preview", "model_version_slug": "google-gemini-robotics-er-1-6-preview-current", "label": "Gemini Robotics-ER 1.6 Preview / gemini-robotics-er-1.6-preview", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gemini-robotics-er-1.6-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-imagen-4", "model_version_slug": "google-imagen-4-current", "label": "Imagen 4 / imagen", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "imagen", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-lyria-realtime", "model_version_slug": "google-lyria-realtime-current", "label": "Lyria RealTime Experimental / lyria-realtime-exp", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "lyria-realtime-exp", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-medgemma-1-5-4b-it", "model_version_slug": "google-medgemma-1-5-4b-it-current", "label": "MedGemma 1.5 4B IT / medgemma-1.5-4b-it", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "medgemma-1.5-4b-it", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-veo-3-1-fast-preview", "model_version_slug": "google-veo-3-1-fast-preview-current", "label": "Veo 3.1 Fast Preview / veo-3.1-fast-generate-preview", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "veo-3.1-fast-generate-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-veo-3-1-lite-preview", "model_version_slug": "google-veo-3-1-lite-preview-current", "label": "Veo 3.1 Lite Preview / veo-3.1-lite-generate-preview", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "veo-3.1-lite-generate-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-veo-3-1-preview", "model_version_slug": "google-veo-3-1-preview-current", "label": "Veo 3.1 Preview / veo-3.1-generate-preview", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "veo-3.1-generate-preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "google", "model_slug": "google-veo-3", "model_version_slug": "google-veo-3-current", "label": "Veo 3 / veo-3.0-generate-001", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "veo-3.0-generate-001", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meituan", "model_slug": "meituan-longcat-2-0-fp8", "model_version_slug": "meituan-longcat-2-0-fp8-current", "label": "LongCat-2.0-FP8 / LongCat-2.0-FP8", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "LongCat-2.0-FP8", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meituan", "model_slug": "meituan-longcat-2-0-int8", "model_version_slug": "meituan-longcat-2-0-int8-current", "label": "LongCat-2.0-INT8 / LongCat-2.0-INT8", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "LongCat-2.0-INT8", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meituan", "model_slug": "meituan-longcat-2-0", "model_version_slug": "meituan-longcat-2-0-checkpoint-2026-07-05", "label": "LongCat-2.0 / LongCat-2.0", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "LongCat-2.0", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meituan", "model_slug": "meituan-longcat-2-0", "model_version_slug": "meituan-longcat-2-0-current", "label": "LongCat-2.0 / LongCat-2.0", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "LongCat-2.0", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meituan", "model_slug": "meituan-longcat-flash-chat", "model_version_slug": "meituan-longcat-flash-chat-phase-3-5", "label": "LongCat-Flash-Chat / LongCat-Flash-Chat", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": false, "openrouter_slug": null, "external_model_name": "LongCat-Flash-Chat", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meituan", "model_slug": "meituan-longcat-flash-omni", "model_version_slug": "meituan-longcat-flash-omni-phase-3-5", "label": "LongCat-Flash-Omni / LongCat-Flash-Omni", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": false, "openrouter_slug": null, "external_model_name": "LongCat-Flash-Omni", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meituan", "model_slug": "meituan-longcat-flash-thinking", "model_version_slug": "meituan-longcat-flash-thinking-phase-3-5", "label": "LongCat-Flash-Thinking / LongCat-Flash-Thinking", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": false, "openrouter_slug": null, "external_model_name": "LongCat-Flash-Thinking", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-dinov3", "model_version_slug": "meta-dinov3-current", "label": "DINOv3 / DINOv3", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "DINOv3", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-llama-3-1-405b-instruct", "model_version_slug": "meta-llama-3-1-405b-instruct-current", "label": "Llama 3.1 405B Instruct / Llama-3.1-405B-Instruct", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Llama-3.1-405B-Instruct", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-llama-3-2-90b-vision-instruct", "model_version_slug": "meta-llama-3-2-90b-vision-instruct-current", "label": "Llama 3.2 90B Vision Instruct / Llama-3.2-90B-Vision-Instruct", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Llama-3.2-90B-Vision-Instruct", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-muse-image", "model_version_slug": "meta-muse-image-current", "label": "Muse Image / Muse Image", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": false, "openrouter_slug": null, "external_model_name": "Muse Image", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-muse-spark-1-1", "model_version_slug": "meta-muse-spark-1-1-current", "label": "Muse Spark 1.1 / Muse Spark 1.1", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Muse Spark 1.1", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-muse-spark", "model_version_slug": "meta-muse-spark-current", "label": "Muse Spark / Muse Spark", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Muse Spark", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-muse-video", "model_version_slug": "meta-muse-video-preview", "label": "Muse Video / Muse Video preview", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": false, "openrouter_slug": null, "external_model_name": "Muse Video preview", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-sam-3-1", "model_version_slug": "meta-sam-3-1-current", "label": "Segment Anything Model 3.1 / SAM 3.1", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "SAM 3.1", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-sam-3", "model_version_slug": "meta-sam-3-current", "label": "Segment Anything Model 3 / SAM 3", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "SAM 3", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-sam-3d", "model_version_slug": "meta-sam-3d-current", "label": "SAM 3D / SAM 3D", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "SAM 3D", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "meta", "model_slug": "meta-sam-audio", "model_version_slug": "meta-sam-audio-current", "label": "SAM Audio / SAM Audio", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "SAM Audio", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-hailuo-2-3-fast", "model_version_slug": "minimax-hailuo-2-3-fast-current", "label": "MiniMax-Hailuo-2.3-Fast / MiniMax-Hailuo-2.3-Fast", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "MiniMax-Hailuo-2.3-Fast", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-hailuo-2-3", "model_version_slug": "minimax-hailuo-2-3-phase-3-5", "label": "MiniMax-Hailuo-2.3 / MiniMax-Hailuo-2.3", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "MiniMax-Hailuo-2.3", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-image-01", "model_version_slug": "minimax-image-01-current", "label": "image-01 / image-01", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "image-01", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-m2-5", "model_version_slug": "minimax-m2-5-highspeed", "label": "MiniMax M2.5 / MiniMax-M2.5-highspeed", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "MiniMax-M2.5-highspeed", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-m2-7", "model_version_slug": "minimax-m2-7-highspeed", "label": "MiniMax M2.7 / MiniMax-M2.7-highspeed", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "MiniMax-M2.7-highspeed", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-m3-mxfp8", "model_version_slug": "minimax-m3-mxfp8-current", "label": "MiniMax-M3-MXFP8 / MiniMax-M3-MXFP8", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "MiniMax-M3-MXFP8", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-m3", "model_version_slug": "minimax-m3-checkpoint-2026-06-12", "label": "MiniMax-M3 / MiniMax-M3", "class": "needs_review_alias", "access_layer": null, "status": "needs_review", "api_available": null, "openrouter_slug": "minimax/minimax-m3", "external_model_name": "MiniMax: MiniMax M3", "mapping_confidence": "medium", "mapping_notes": "A vendor-scoped normalized name match exists, but no explicit alias was registered for this version.", "caveat": "Candidate mapping exists, but UI must treat it as review-needed rather than verified availability.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The OpenRouter row is not accepted as available until alias or slug mapping is manually reviewed.", "next_action": "Manually compare provider naming, version alias, and OpenRouter slug before changing availability.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-music-2-6", "model_version_slug": "minimax-music-2-6-current", "label": "Music-2.6 / Music-2.6", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Music-2.6", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-hd", "label": "Speech-2.8 / speech-2.8-hd", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "speech-2.8-hd", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-phase-3-5", "label": "Speech-2.8 / Speech-2.8", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Speech-2.8", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-turbo", "label": "Speech-2.8 / speech-2.8-turbo", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "speech-2.8-turbo", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-leanstral-1-5", "model_version_slug": "mistral-leanstral-1-5-current", "label": "Leanstral 1.5 / labs-leanstral-1-5", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "labs-leanstral-1-5", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-magistral-medium-1-2", "model_version_slug": "mistral-magistral-medium-1-2-phase-3-5", "label": "Magistral Medium 1.2 / Magistral Medium 1.2", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Magistral Medium 1.2", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-medium-3-5", "model_version_slug": "mistral-medium-3-5-current", "label": "Mistral Medium 3.5 / mistral-medium-3.5-2604", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "mistral-medium-3.5-2604", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-moderation-2", "model_version_slug": "mistral-moderation-2-phase-3-5", "label": "Mistral Moderation 2 / Mistral Moderation 2", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Mistral Moderation 2", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-ocr-4-0", "model_version_slug": "mistral-ocr-4-0-current", "label": "Mistral OCR 4.0 / mistral-ocr-4-0", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "mistral-ocr-4-0", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-robostral-navigate", "model_version_slug": "mistral-robostral-navigate-current", "label": "Robostral Navigate / Robostral Navigate", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Robostral Navigate", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-voxtral-mini-transcribe-2", "model_version_slug": "mistral-voxtral-mini-transcribe-2-phase-3-5", "label": "Voxtral Mini Transcribe 2 / Voxtral Mini Transcribe 2", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Voxtral Mini Transcribe 2", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-voxtral-mini-transcribe-realtime-2602", "model_version_slug": "mistral-voxtral-mini-transcribe-realtime-2602-current", "label": "Voxtral Mini Transcribe Realtime 26.02 / voxtral-mini-transcribe-realtime-2602", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "voxtral-mini-transcribe-realtime-2602", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "mistral", "model_slug": "mistral-voxtral-mini-tts-2603", "model_version_slug": "mistral-voxtral-mini-tts-2603-current", "label": "Voxtral Mini TTS 26.03 / voxtral-mini-tts-2603", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "voxtral-mini-tts-2603", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "moonshot-kimi", "model_slug": "moonshot-kimi-kimi-vl-a3b", "model_version_slug": "moonshot-kimi-kimi-vl-a3b-instruct-current", "label": "Kimi VL A3B / Kimi-VL-A3B-Instruct", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Kimi-VL-A3B-Instruct", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "moonshot-kimi", "model_slug": "moonshot-kimi-kimi-vl-a3b", "model_version_slug": "moonshot-kimi-kimi-vl-a3b-thinking-current", "label": "Kimi VL A3B / Kimi-VL-A3B-Thinking", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Kimi-VL-A3B-Thinking", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "openai", "model_slug": "openai-gpt-4o-mini-transcribe", "model_version_slug": "openai-gpt-4o-mini-transcribe-current", "label": "GPT-4o mini Transcribe / gpt-4o-mini-transcribe", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gpt-4o-mini-transcribe", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "openai", "model_slug": "openai-gpt-4o-mini-tts", "model_version_slug": "openai-gpt-4o-mini-tts-current", "label": "GPT-4o mini TTS / gpt-4o-mini-tts", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gpt-4o-mini-tts", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "openai", "model_slug": "openai-gpt-4o-transcribe-diarize", "model_version_slug": "openai-gpt-4o-transcribe-diarize-current", "label": "GPT-4o Transcribe Diarize / gpt-4o-transcribe-diarize", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gpt-4o-transcribe-diarize", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "openai", "model_slug": "openai-gpt-4o-transcribe", "model_version_slug": "openai-gpt-4o-transcribe-current", "label": "GPT-4o Transcribe / gpt-4o-transcribe", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "gpt-4o-transcribe", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "openai", "model_slug": "openai-gpt-audio-1-5", "model_version_slug": "openai-gpt-audio-1-5-current", "label": "gpt-audio-1.5 / gpt-audio-1.5", "class": "not_applicable_specialized_or_non_api", 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"Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "openai", "model_slug": "openai-tts-1", "model_version_slug": "openai-tts-1-current", "label": "TTS-1 / tts-1", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "tts-1", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-step-1o-turbo-vision", "model_version_slug": "stepfun-step-1o-turbo-vision-phase-3-5", "label": "step-1o-turbo-vision / step-1o-turbo-vision", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "step-1o-turbo-vision", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-step-3-5-flash", "model_version_slug": "stepfun-step-3-5-flash-2603", "label": "step-3.5-flash / step-3.5-flash-2603", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "step-3.5-flash-2603", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-step-3", "model_version_slug": "stepfun-step-3-phase-3-5", "label": "step-3 / step-3", "class": "needs_review_alias", "access_layer": null, "status": "needs_review", "api_available": null, "openrouter_slug": "stepfun/step-3.5-flash", "external_model_name": "StepFun: Step 3.5 Flash", "mapping_confidence": "medium", "mapping_notes": "A vendor-scoped normalized name match exists, but no explicit alias was registered for this version.", "caveat": "Candidate mapping exists, but UI must treat it as review-needed rather than verified availability.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The OpenRouter row is not accepted as available until alias or slug mapping is manually reviewed.", "next_action": "Manually compare provider naming, version alias, and OpenRouter slug before changing availability.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-step-edge-audio", "model_version_slug": "stepfun-step-edge-audio-current", "label": "Step Edge Audio / Step Edge Audio", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Step Edge Audio", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-step-edge-gen", "model_version_slug": "stepfun-step-edge-gen-current", "label": "Step Edge Gen / Step Edge Gen", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Step Edge Gen", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-step-edge-gui", "model_version_slug": "stepfun-step-edge-gui-current", "label": "Step Edge GUI / Step Edge GUI", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Step Edge GUI", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-step-edge", "model_version_slug": "stepfun-step-edge-current", "label": "Step Edge / Step Edge", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Step Edge", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-stepaudio-2-5-asr", "model_version_slug": "stepfun-stepaudio-2-5-asr-current", "label": "StepAudio 2.5 ASR / stepaudio-2.5-asr", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "stepaudio-2.5-asr", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-stepaudio-2-5-chat", "model_version_slug": "stepfun-stepaudio-2-5-chat-current", "label": "StepAudio 2.5 Chat / stepaudio-2.5-chat", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "stepaudio-2.5-chat", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-stepaudio-2-5-realtime", "model_version_slug": "stepfun-stepaudio-2-5-realtime-current", "label": "StepAudio 2.5 Realtime / stepaudio-2.5-realtime", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "stepaudio-2.5-realtime", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "stepfun", "model_slug": "stepfun-stepaudio-2-5-tts", "model_version_slug": "stepfun-stepaudio-2-5-tts-phase-3-5", "label": "stepaudio-2.5-tts / stepaudio-2.5-tts", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "stepaudio-2.5-tts", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hunyuan-role-latest", "model_version_slug": "tencent-hunyuan-role-latest-current", "label": "Hunyuan Role Latest / hunyuan-role-latest", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hunyuan-role-latest", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-2-0-think", "model_version_slug": "tencent-hy-2-0-think-phase-3-5", "label": "Tencent HY 2.0 Think / Tencent HY 2.0 Think", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Tencent HY 2.0 Think", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-3d-3-0", "model_version_slug": "tencent-hy-3d-3-0-current", "label": "Hunyuan 3D 3.0 / hy-3d-3.0", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-3d-3.0", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-3d-3-1", "model_version_slug": "tencent-hy-3d-3-1-phase-3-5", "label": "Tencent HY 3D 3.1 / hy-3d-3.1", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-3d-3.1", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-3d-express", "model_version_slug": "tencent-hy-3d-express-current", "label": "Hunyuan 3D Express / hy-3d-express", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-3d-express", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-image-3-0", "model_version_slug": "tencent-hy-image-3-0-phase-3-5", "label": "Tencent HY Image 3.0 / hy-image-v3.0", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-image-v3.0", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-image-lite", "model_version_slug": "tencent-hy-image-lite-current", "label": "Hunyuan Image Lite / hy-image-lite", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-image-lite", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-mt2-lite", "model_version_slug": "tencent-hy-mt2-lite-current", "label": "Hunyuan MT2 Lite / hy-mt2-lite", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-mt2-lite", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-mt2-plus", "model_version_slug": "tencent-hy-mt2-plus-current", "label": "Hunyuan MT2 Plus / hy-mt2-plus", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-mt2-plus", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-mt2-pro", "model_version_slug": "tencent-hy-mt2-pro-current", "label": "Hunyuan MT2 Pro / hy-mt2-pro", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-mt2-pro", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-video-1-5", "model_version_slug": "tencent-hy-video-1-5-current", "label": "Hunyuan Video 1.5 / hy-video-1.5", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-video-1.5", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy3-fp8", "model_version_slug": "tencent-hy3-fp8-current", "label": "Hunyuan HY3-FP8 / Hy3-FP8", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": null, "openrouter_slug": null, "external_model_name": "Hy3-FP8", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy3", "model_version_slug": "tencent-hy3-2026-07-02", "label": "Hunyuan HY3 / hy3 initial release", "class": "needs_review_alias", "access_layer": null, "status": "needs_review", "api_available": true, "openrouter_slug": "tencent/hy3", "external_model_name": "Tencent: Hy3", "mapping_confidence": "medium", "mapping_notes": "The external id tencent/hy3 is already assigned to canonical version tencent-hy3-current; this duplicate version mapping is held out of availability counts.", "caveat": "Duplicate external-id mapping; not treated as a separately available OpenRouter listing.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The OpenRouter row is not accepted as available until alias or slug mapping is manually reviewed.", "next_action": "Manually compare provider naming, version alias, and OpenRouter slug before changing availability.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-t1-vision", "model_version_slug": "tencent-t1-vision-current", "label": "Hunyuan T1 Vision / hunyuan-t1-vision-20250916", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hunyuan-t1-vision-20250916", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-turbos-vision-video", "model_version_slug": "tencent-turbos-vision-video-current", "label": "Hunyuan TurboS Vision Video / hunyuan-turbos-vision-video-20250728", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hunyuan-turbos-vision-video-20250728", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "tencent-hunyuan", "model_slug": "tencent-vision-2-0", "model_version_slug": "tencent-vision-2-0-current", "label": "Hunyuan Vision 2.0 Instruct / hy-vision-2.0-instruct", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "hy-vision-2.0-instruct", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-4-20-multi-agent", "model_version_slug": "xai-grok-4-20-multi-agent-current", "label": "Grok 4.20 Multi-Agent / grok-4.20-multi-agent-0309", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "grok-4.20-multi-agent-0309", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-4-20-non-reasoning", "model_version_slug": "xai-grok-4-20-non-reasoning-current", "label": "Grok 4.20 Non-Reasoning / grok-4.20-0309-non-reasoning", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "grok-4.20-0309-non-reasoning", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-4-20-reasoning", "model_version_slug": "xai-grok-4-20-reasoning-current", "label": "Grok 4.20 Reasoning / grok-4.20-0309-reasoning", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "grok-4.20-0309-reasoning", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-imagine-image-quality", "model_version_slug": "xai-grok-imagine-image-quality-phase-3-5", "label": "Grok Imagine Image Quality / Grok Imagine Image Quality", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Grok Imagine Image Quality", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-imagine-image", "model_version_slug": "xai-grok-imagine-image-current", "label": "Grok Imagine Image / grok-imagine-image", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "grok-imagine-image", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-imagine-video-1-5", "model_version_slug": "xai-grok-imagine-video-1-5-current", "label": "Grok Imagine Video 1.5 / grok-imagine-video-1.5", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "grok-imagine-video-1.5", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-imagine-video", "model_version_slug": "xai-grok-imagine-video-phase-3-5", "label": "Grok Imagine Video / Grok Imagine Video", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Grok Imagine Video", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xai", "model_slug": "xai-grok-voice-think-fast-1-0", "model_version_slug": "xai-grok-voice-think-fast-1-0-current", "label": "Grok Voice Think Fast 1.0 / grok-voice-think-fast-1.0", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "grok-voice-think-fast-1.0", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xiaomi", "model_slug": "xiaomi-mimo-v2-5-asr", "model_version_slug": "xiaomi-mimo-v2-5-asr-phase-3-5", "label": "Xiaomi MiMo-V2.5-ASR / Xiaomi MiMo-V2.5-ASR", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "Xiaomi MiMo-V2.5-ASR", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xiaomi", "model_slug": "xiaomi-mimo-v2-5-pro-fp4-dflash", "model_version_slug": "xiaomi-mimo-v2-5-pro-fp4-dflash-current", "label": "MiMo-V2.5-Pro-FP4-DFlash / MiMo-V2.5-Pro-FP4-DFlash", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": false, "openrouter_slug": null, "external_model_name": "MiMo-V2.5-Pro-FP4-DFlash", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xiaomi", "model_slug": "xiaomi-mimo-v2-5-pro-ultraspeed", "model_version_slug": "xiaomi-mimo-v2-5-pro-ultraspeed-current", "label": "MiMo-V2.5-Pro-UltraSpeed / mimo-v2.5-pro-ultraspeed", "class": "not_listed_text_capable", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "mimo-v2.5-pro-ultraspeed", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The version remains a text/API candidate, but the current public OpenRouter snapshot does not list it separately.", "next_action": "Check the latest OpenRouter public model list and alias candidates; keep missing if no public listing exists.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xiaomi", "model_slug": "xiaomi-mimo-v2-5-tts", "model_version_slug": "xiaomi-mimo-v2-5-tts-current", "label": "MiMo-V2.5 TTS / mimo-v2.5-tts", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "mimo-v2.5-tts", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xiaomi", "model_slug": "xiaomi-mimo-v2-5-tts", "model_version_slug": "xiaomi-mimo-v2-5-tts-voiceclone", "label": "MiMo-V2.5 TTS / mimo-v2.5-tts-voiceclone", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "mimo-v2.5-tts-voiceclone", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "xiaomi", "model_slug": "xiaomi-mimo-v2-5-tts", "model_version_slug": "xiaomi-mimo-v2-5-tts-voicedesign", "label": "MiMo-V2.5 TTS / mimo-v2.5-tts-voicedesign", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "mimo-v2.5-tts-voicedesign", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "zhipu", "model_slug": "zhipu-glm-asr-2512", "model_version_slug": "zhipu-glm-asr-2512-current", "label": "GLM-ASR-2512 / glm-asr-2512", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "glm-asr-2512", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "zhipu", "model_slug": "zhipu-glm-image", "model_version_slug": "zhipu-glm-image-phase-3-5", "label": "GLM-Image / GLM-Image", "class": "not_applicable_specialized_or_non_api", "access_layer": null, "status": "not_found", "api_available": true, "openrouter_slug": null, "external_model_name": "GLM-Image", "mapping_confidence": "high", "mapping_notes": "No exact alias, Hugging Face id match, or vendor-scoped normalized name match was found in the OpenRouter public model snapshot.", "caveat": "Not found in the bounded OpenRouter public model snapshot.", "source_timestamp": "2026-07-15T20:11:41.551Z", "source_url": "https://openrouter.ai/api/v1/models", "reason": "The tracked version is specialized or not exposed as a text API candidate in the local source model, so the OpenRouter absence is not treated as a product failure.", "next_action": "Keep the explicit gap state and revisit when a public source changes.", "evidence_basis": "external-metrics.openrouter.json plus local model/version capability and API flags", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "openrouter", "company_slug": "zhipu", "model_slug": "zhipu-glm-ocr", "model_version_slug": 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"caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/en/model-studio/models", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-6-flash", "model_version_slug": "alibaba-qwen-qwen3-6-flash-current", "label": "Qwen3.6 Flash / qwen3.6-flash", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/doc-detail/3026903.html", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-6-max-preview", "model_version_slug": "alibaba-qwen-qwen3-6-max-preview-current", "label": "Qwen3.6 Max Preview / qwen3.6-max-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/doc-detail/3026903.html", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-6-plus", "model_version_slug": "alibaba-qwen-qwen3-6-plus-current", "label": "Qwen3.6 Plus / qwen3.6-plus", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/doc-detail/3026903.html", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-7-max", "model_version_slug": "alibaba-qwen-qwen3-7-max-current", "label": "Qwen3.7-Max / qwen3.7-max", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/en/model-studio/models", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-7-plus", "model_version_slug": "alibaba-qwen-qwen3-7-plus-current", "label": "Qwen3.7-Plus / qwen3.7-plus", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/en/model-studio/models", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-omni-flash", "model_version_slug": "alibaba-qwen-qwen3-omni-flash-current", "label": "Qwen3 Omni Flash / qwen3-omni-flash", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/en/model-studio/models", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "alibaba-qwen", "model_slug": "alibaba-qwen-qwen3-tts-realtime", "model_version_slug": "alibaba-qwen-qwen3-tts-flash-realtime-current", "label": "Qwen3 TTS Realtime / qwen3-tts-flash-realtime", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.alibabacloud.com/help/en/model-studio/qwen-tts-realtime", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": 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"https://www.alibabacloud.com/help/en/model-studio/models", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "anthropic", "model_slug": "anthropic-claude-fable-5", "model_version_slug": "anthropic-claude-fable-5-current", "label": "Claude Fable 5 / claude-fable-5", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": 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parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "anthropic", "model_slug": "anthropic-claude-opus-4-8", "model_version_slug": "anthropic-claude-opus-4-8-current", "label": "Claude Opus 4.8 / claude-opus-4-8", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.anthropic.com/news/claude-opus-4-8", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "anthropic", "model_slug": "anthropic-claude-sonnet-4-6", "model_version_slug": "anthropic-claude-sonnet-4-6-current", "label": "Claude Sonnet 4.6 / claude-sonnet-4-6", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.anthropic.com/news/claude-sonnet-4-6", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "anthropic", "model_slug": "anthropic-claude-sonnet-5", "model_version_slug": "anthropic-claude-sonnet-5-current", "label": "Claude Sonnet 5 / claude-sonnet-5", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.claude.com/docs/en/about-claude/models/whats-new-sonnet-5", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "bytedance-doubao", "model_slug": "bytedance-doubao-seed-2-1-pro", "model_version_slug": "bytedance-doubao-seed-2-1-pro-current", "label": "Doubao-Seed-2.1-pro / Doubao-Seed-2.1-pro", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/seed2_1", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "bytedance-doubao", "model_slug": 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"https://seed.bytedance.com/en/blog/seed-2-0-official-launch", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seed2-0", "model_version_slug": "bytedance-seed2-0-phase-3-5", "label": "Doubao-Seed-2.0-pro / doubao-seed-2.0-pro", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/blog/seed-2-0-official-launch", "reason": "The public 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parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "bytedance-doubao", "model_slug": "bytedance-seedream-5-0-lite", "model_version_slug": "bytedance-seedream-5-0-lite-phase-3-5", "label": "Seedream 5.0 Lite / Seedream 5.0 Lite", "class": "not_applicable_product_surface", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://seed.bytedance.com/en/blog/deeper-thinking-more-accurate-generation-introducing-seedream-5-0-lite", "reason": "The row is a product surface rather than a standalone model card, so parameter count is not an applicable public field.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed 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null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-2-5-flash-lite", "model_version_slug": "google-gemini-2-5-flash-lite-current", "label": "Gemini 2.5 Flash-Lite / gemini-2.5-flash-lite", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-lite", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-2-5-flash-live-preview", "model_version_slug": "google-gemini-2-5-flash-live-preview-current", "label": "Gemini 2.5 Flash Live Preview / gemini-2.5-flash-native-audio-preview-12-2025", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-native-audio-preview-12-2025", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-2-5-flash-tts-preview", "model_version_slug": "google-gemini-2-5-flash-tts-preview-current", "label": "Gemini 2.5 Flash TTS Preview / gemini-2.5-flash-preview-tts", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-preview-tts", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-2-5-flash", "model_version_slug": "google-gemini-2-5-flash-current", "label": "Gemini 2.5 Flash / gemini-2.5-flash", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-2-5-pro", "model_version_slug": 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null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-3-5-live-translate-preview", "model_version_slug": "google-gemini-3-5-live-translate-preview-current", "label": "Gemini 3.5 Live Translate Preview / gemini-3.5-live-translate-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-3.5-live-translate-preview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-3-flash-preview", "model_version_slug": "google-gemini-3-flash-preview-current", "label": "Gemini 3 Flash Preview / gemini-3-flash-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-3-flash-preview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-3-pro-image", "model_version_slug": "google-gemini-3-pro-image-current", "label": "Gemini 3 Pro Image / gemini-3-pro-image", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-3-pro-image", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-embedding-001", "model_version_slug": "google-gemini-embedding-001-current", "label": "Gemini Embedding / gemini-embedding-001", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/embeddings", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-embedding-2", "model_version_slug": "google-gemini-embedding-2-current", "label": "Gemini Embedding 2 / gemini-embedding-2", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/embeddings", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-omni-flash-preview", "model_version_slug": "google-gemini-omni-flash-preview-current", "label": "Gemini Omni Flash Preview / gemini-omni-flash-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-omni-flash-preview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-gemini-robotics-er-1-6-preview", "model_version_slug": "google-gemini-robotics-er-1-6-preview-current", "label": "Gemini Robotics-ER 1.6 Preview / gemini-robotics-er-1.6-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-robotics-er-1.6-preview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-imagen-4", "model_version_slug": "google-imagen-4-current", "label": "Imagen 4 / imagen", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/imagen", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-lyria-3-clip-preview", "model_version_slug": "google-lyria-3-clip-preview-current", "label": "Lyria 3 Clip Preview / lyria-3-clip-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/music-generation", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-lyria-3-pro-preview", "model_version_slug": "google-lyria-3-pro-preview-current", "label": "Lyria 3 Pro Preview / lyria-3-pro-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/music-generation", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-lyria-realtime", "model_version_slug": "google-lyria-realtime-current", "label": "Lyria RealTime Experimental / 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"external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-image", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-veo-3-1-fast-preview", "model_version_slug": "google-veo-3-1-fast-preview-current", "label": "Veo 3.1 Fast Preview / veo-3.1-fast-generate-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-veo-3-1-lite-preview", "model_version_slug": "google-veo-3-1-lite-preview-current", "label": "Veo 3.1 Lite Preview / veo-3.1-lite-generate-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-veo-3-1-preview", "model_version_slug": "google-veo-3-1-preview-current", "label": "Veo 3.1 Preview / veo-3.1-generate-preview", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo-3.1-generate-preview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "google", "model_slug": "google-veo-3", "model_version_slug": "google-veo-3-current", "label": "Veo 3 / veo-3.0-generate-001", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/deprecations", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-dinov3", "model_version_slug": "meta-dinov3-current", "label": "DINOv3 / DINOv3", "class": "official_family_range_not_single_value", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": "2026-07-15T20:53:04.316Z", "source_url": "https://ai.meta.com/research/dinov3/", "reason": "Official Meta DINOv3 materials disclose a model family and scaling to 7B-parameter models, but this catalog row is a family-level DINOv3 record rather than one specific checkpoint.", "next_action": "Keep the comparable parameter field empty unless the catalog splits DINOv3 into variant-level rows or an official family-level single total is disclosed.", "evidence_basis": "official Meta DINOv3 page and linked technical report; reviewed for a comparable single catalog parameter value", "parameter_review_status": "reviewed_no_single_public_total", "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-muse-image", "model_version_slug": "meta-muse-image-current", "label": "Muse Image / Muse Image", "class": "not_applicable_product_surface", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/", "reason": "The row is a product surface rather than a standalone model card, so parameter count is not an applicable public field.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-muse-spark-1-1", "model_version_slug": "meta-muse-spark-1-1-current", "label": "Muse Spark 1.1 / Muse Spark 1.1", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-spark-meta-model-api/", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-muse-spark", "model_version_slug": "meta-muse-spark-current", "label": "Muse Spark / Muse Spark", "class": "not_applicable_product_surface", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-spark-msl/", "reason": "The row is a product surface rather than a standalone model card, so parameter count is not an applicable public field.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-muse-video", "model_version_slug": "meta-muse-video-preview", "label": "Muse Video / Muse Video preview", "class": "not_applicable_product_surface", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/", "reason": "The row is a product surface rather than a standalone model card, so parameter count is not an applicable public field.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-sam-3-1", "model_version_slug": "meta-sam-3-1-current", "label": "Segment Anything Model 3.1 / SAM 3.1", "class": "official_reviewed_no_direct_parameter_value", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": "2026-07-15T20:53:04.316Z", "source_url": "https://ai.meta.com/blog/segment-anything-model-3/", "reason": "Official SAM 3.1 materials describe the release and public model availability, but the current catalog source does not disclose a direct SAM 3.1 parameter total suitable for this row.", "next_action": "Keep the parameter field empty unless an official SAM 3.1 model card, technical report, or repository source states a direct parameter total.", "evidence_basis": "official Meta SAM 3.1 announcement and linked public model sources; reviewed for direct parameter disclosure", "parameter_review_status": "reviewed_no_single_public_total", "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-sam-3d", "model_version_slug": "meta-sam-3d-current", "label": "SAM 3D / SAM 3D", "class": "official_family_multiple_models_not_single_value", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": "2026-07-15T20:53:04.316Z", "source_url": "https://ai.meta.com/research/sam3d/", "reason": "Official SAM 3D materials describe multiple related SAM 3D releases, so this family-level catalog row has no single comparable parameter total.", "next_action": "Keep the parameter field empty unless the catalog splits SAM 3D Objects/Body variants or an official single row-level parameter value is published.", "evidence_basis": "official Meta SAM 3D page and public model sources; reviewed for a comparable single catalog parameter value", "parameter_review_status": "reviewed_no_single_public_total", "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "meta", "model_slug": "meta-sam-audio", "model_version_slug": "meta-sam-audio-current", "label": "SAM Audio / SAM Audio", "class": "official_family_range_not_single_value", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": "2026-07-15T20:53:04.316Z", "source_url": "https://ai.meta.com/blog/sam-audio/", "reason": "Official SAM Audio materials disclose a 500M-to-3B parameter range across variants, but this catalog row is a family-level SAM Audio record rather than one selected variant.", "next_action": "Keep the comparable parameter field empty unless the catalog splits SAM Audio variants or an official single row-level parameter value is selected.", "evidence_basis": "official Meta SAM Audio page and technical report; reviewed for a comparable single catalog parameter value", "parameter_review_status": "reviewed_no_single_public_total", "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-hailuo-2-3-fast", "model_version_slug": "minimax-hailuo-2-3-fast-current", "label": "MiniMax-Hailuo-2.3-Fast / MiniMax-Hailuo-2.3-Fast", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/guides/models-intro", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-hailuo-2-3", "model_version_slug": "minimax-hailuo-2-3-phase-3-5", "label": "MiniMax-Hailuo-2.3 / MiniMax-Hailuo-2.3", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/release-notes/models", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-image-01", "model_version_slug": "minimax-image-01-current", "label": "image-01 / image-01", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/guides/models-intro", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", 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"openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/guides/models-intro", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-m3", "model_version_slug": "minimax-m3-current", "label": "MiniMax-M3 / MiniMax-M3", "class": "open_weight_needs_official_param_review", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://www.minimax.io/blog/minimax-m3", "reason": "The row is open-weight or open-access enough to deserve a model-card/technical-report review before filling parameters.", "next_action": "Review official model card or technical report; fill only if the official source states a parameter count.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-music-2-6", "model_version_slug": "minimax-music-2-6-current", "label": "Music-2.6 / Music-2.6", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/guides/models-intro", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-hd", "label": "Speech-2.8 / speech-2.8-hd", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/api-reference/api-overview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-phase-3-5", "label": "Speech-2.8 / Speech-2.8", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/release-notes/models", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "minimax", "model_slug": "minimax-speech-2-8", "model_version_slug": "minimax-speech-2-8-turbo", "label": "Speech-2.8 / speech-2.8-turbo", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/api-reference/api-overview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "mistral", "model_slug": "mistral-leanstral-1-5", "model_version_slug": "mistral-leanstral-1-5-current", "label": "Leanstral 1.5 / labs-leanstral-1-5", "class": "research_surface_not_disclosed", "access_layer": "research_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.mistral.ai/resources/changelogs", "reason": "The row is research-oriented and the current public source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "mistral", "model_slug": "mistral-magistral-medium-1-2", "model_version_slug": "mistral-magistral-medium-1-2-phase-3-5", "label": "Magistral Medium 1.2 / Magistral Medium 1.2", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.mistral.ai/models/overview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "mistral", "model_slug": "mistral-medium-3-5", "model_version_slug": "mistral-medium-3-5-current", "label": "Mistral Medium 3.5 / mistral-medium-3.5-2604", "class": "open_weight_needs_official_param_review", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.mistral.ai/models/model-cards/mistral-medium-3-5-26-04", "reason": "The row is open-weight or open-access enough to deserve a model-card/technical-report review before filling parameters.", "next_action": "Review official model card or technical report; fill only if the official source states a parameter count.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "mistral", "model_slug": "mistral-moderation-2", "model_version_slug": "mistral-moderation-2-phase-3-5", "label": "Mistral Moderation 2 / Mistral Moderation 2", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.mistral.ai/models/overview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "mistral", "model_slug": "mistral-ocr-4-0", "model_version_slug": "mistral-ocr-4-0-current", "label": "Mistral OCR 4.0 / mistral-ocr-4-0", "class": 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null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.mistral.ai/models/overview", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "mistral", "model_slug": "mistral-voxtral-mini-transcribe-realtime-2602", "model_version_slug": "mistral-voxtral-mini-transcribe-realtime-2602-current", "label": "Voxtral Mini Transcribe Realtime 26.02 / voxtral-mini-transcribe-realtime-2602", "class": "open_weight_needs_official_param_review", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.mistral.ai/models/model-cards/voxtral-mini-transcribe-realtime-26-02", "reason": "The row is open-weight or open-access enough to deserve a model-card/technical-report review before filling parameters.", "next_action": "Review official model card or technical report; fill only if the official source states a parameter count.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "mistral", "model_slug": "mistral-voxtral-mini-tts-2603", "model_version_slug": "mistral-voxtral-mini-tts-2603-current", "label": "Voxtral Mini TTS 26.03 / voxtral-mini-tts-2603", "class": "open_weight_needs_official_param_review", "access_layer": 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parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "tencent-hunyuan", "model_slug": "tencent-hy-3d-express", "model_version_slug": "tencent-hy-3d-express-current", "label": "Hunyuan 3D Express / hy-3d-express", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://cloud.tencent.com/document/product/1823/130051", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, 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model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "xai", "model_slug": "xai-grok-4-20-multi-agent", "model_version_slug": "xai-grok-4-20-multi-agent-current", "label": "Grok 4.20 Multi-Agent / grok-4.20-multi-agent-0309", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.x.ai/developers/model-capabilities/text/multi-agent", "reason": "The public model/version source is present, but the official source does not disclose a 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"https://docs.x.ai/developers/model-capabilities/video", "reason": "The public model/version source is present, but the official source does not disclose a parameter total.", "next_action": "Keep the explicit missing state until official disclosure changes.", "evidence_basis": "model seed parameter_total_b field plus official model/version provenance", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "parameter_disclosure", "company_slug": "xai", "model_slug": "xai-grok-voice-think-fast-1-0", "model_version_slug": "xai-grok-voice-think-fast-1-0-current", "label": "Grok Voice Think Fast 1.0 / grok-voice-think-fast-1.0", "class": "official_not_disclosed", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://x.ai/news/grok-voice-think-fast-1", "reason": "The public 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"mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/music-generation", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-lyria-3-pro-preview", "model_version_slug": "google-lyria-3-pro-preview-current", "label": "Lyria 3 Pro Preview / lyria-3-pro-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/music-generation", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-lyria-realtime", "model_version_slug": "google-lyria-realtime-current", "label": "Lyria RealTime Experimental / lyria-realtime-exp", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/realtime-music-generation", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-nano-banana-2-preview", "model_version_slug": "google-nano-banana-2-preview-current", "label": "Gemini 3.1 Flash Image (Nano Banana 2) / gemini-3.1-flash-image", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-image", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-nano-banana", "model_version_slug": "google-nano-banana-current", "label": "Nano Banana / gemini-2.5-flash-image", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash-image", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-veo-3-1-fast-preview", "model_version_slug": "google-veo-3-1-fast-preview-current", "label": "Veo 3.1 Fast Preview / veo-3.1-fast-generate-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-veo-3-1-lite-preview", "model_version_slug": "google-veo-3-1-lite-preview-current", "label": "Veo 3.1 Lite Preview / veo-3.1-lite-generate-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-veo-3-1-preview", "model_version_slug": "google-veo-3-1-preview-current", "label": "Veo 3.1 Preview / veo-3.1-generate-preview", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/models/veo-3.1-generate-preview", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "google", "model_slug": "google-veo-3", "model_version_slug": "google-veo-3-current", "label": "Veo 3 / veo-3.0-generate-001", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.google.dev/gemini-api/docs/deprecations", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "meituan", "model_slug": "meituan-longcat-2-0", "model_version_slug": "meituan-longcat-2-0-current", "label": "LongCat-2.0 / LongCat-2.0", "class": "source_candidate_needs_collector", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://longcat.chat/platform/docs/zh/ChangeLog.html", "reason": "The model/version is a public-source candidate, but no collector/importer has linked a counter row yet.", "next_action": "Add a public-source collector/importer for this counter family, then rerun validation.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "meta", "model_slug": "meta-dinov3", "model_version_slug": "meta-dinov3-current", "label": "DINOv3 / DINOv3", "class": "source_candidate_needs_collector", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": "2026-07-15T20:53:04.316Z", "source_url": "https://ai.meta.com/research/dinov3/", "reason": "DINOv3 is represented here as a family-level record with multiple official Hugging Face checkpoint variants; one variant counter would understate or distort the family.", "next_action": "Keep the collector row open until the catalog splits DINOv3 variants or a direct family-level public counter source is available.", "evidence_basis": "official Meta DINOv3 page plus public Hugging Face variant pages; no single direct model/version counter is safe for the family row", "parameter_review_status": null, "counter_review_status": "reviewed_no_single_direct_counter" }, { "gap_type": "public_signal_counter", "company_slug": "meta", "model_slug": "meta-muse-image", "model_version_slug": "meta-muse-image-current", "label": "Muse Image / Muse Image", "class": "source_not_available_for_closed_or_product_api", "access_layer": "product_only", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/", "reason": "The model/version is closed, semi-open, or product-only, and no public 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"parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "minimax", "model_slug": "minimax-hailuo-2-3", "model_version_slug": "minimax-hailuo-2-3-phase-3-5", "label": "MiniMax-Hailuo-2.3 / MiniMax-Hailuo-2.3", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/release-notes/models", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "minimax", "model_slug": "minimax-image-01", "model_version_slug": "minimax-image-01-current", "label": "image-01 / image-01", "class": "source_not_available_for_closed_or_product_api", "access_layer": "closed_api", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://platform.minimax.io/docs/guides/models-intro", "reason": "The model/version is closed, semi-open, or product-only, and no public counter source is available in the current committed records.", "next_action": "Leave missing unless a public, linkable counter source is found.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "minimax", 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coverage", "parameter_review_status": null, "counter_review_status": null }, { "gap_type": "public_signal_counter", "company_slug": "zhipu", "model_slug": "zhipu-glm-ocr", "model_version_slug": "zhipu-glm-ocr-current", "label": "GLM-OCR / glm-ocr", "class": "source_candidate_needs_collector", "access_layer": "open_weight", "status": null, "api_available": null, "openrouter_slug": null, "external_model_name": null, "mapping_confidence": null, "mapping_notes": null, "caveat": null, "source_timestamp": null, "source_url": "https://docs.z.ai/guides/overview/pricing", "reason": "The model/version is a public-source candidate, but no collector/importer has linked a counter row yet.", "next_action": "Add a public-source collector/importer for this counter family, then rerun validation.", "evidence_basis": "external-metrics.public-signals.json direct version/model key coverage", "parameter_review_status": null, "counter_review_status": null } ] }