{ "generated_at": "2026-07-15T20:53:04.316Z", "artifact_checked_at": "2026-07-15T20:53:04.316Z", "verified_at": "2026-07-15T20:53:04.316Z", "timestamp_basis": "source_readiness_generated_from_refresh_gap_and_workbench_snapshots", "scope": "public_source_readiness", "verdict": "publishable_with_disclosed_gaps", "public_claim": "This product is safe to use as a source-linked radar with disclosed gaps; it is not a complete market-size estimate or whole-web sentiment system.", "scorecard": [ { "id": "freshness_gate", "label_en": "Freshness gate", "label_zh": "刷新门槛", "passed": true, "evidence_en": "2 independent daily collectors produce 3 metric artifacts; 0 stale collectors; 0 row-freshness failure(s).", "evidence_zh": "2 个独立每日采集源产出 3 个指标资产；0 个采集器过期；0 个行级新鲜度失败。" }, { "id": "reference_snapshots", "label_en": "Reference snapshots", "label_zh": "参考快照", "passed": true, "evidence_en": "12 reference snapshot lanes disclose timestamp and review window; 0 blocking and 1 degradable lane(s) overdue.", "evidence_zh": "12 个参考快照分栏披露时间与复核窗口；0 个阻断来源、1 个可降级来源已过期。" }, { "id": "catalog_provenance", "label_en": "Catalog provenance age", "label_zh": "目录来源时效", "passed": true, "evidence_en": "123/231 models verified within 30 days; 108 at 31-90 days; oldest 2026-05-08.", "evidence_zh": "123/231 个模型来源在 30 日内核验；108 个为 31-90 日；最早 2026-05-08。" }, { "id": "gap_taxonomy", "label_en": "Gap taxonomy", "label_zh": "缺口分类", "passed": true, "evidence_en": "752 row-level gaps keep reason, next action, and evidence basis.", "evidence_zh": "752 行缺口保留原因、下一步和证据依据。" }, { "id": "source_workbench", "label_en": "Source Workbench", "label_zh": "来源工作台", "passed": true, "evidence_en": "90 queue rows keep source links, timestamp basis, closure state, and allowed public claim.", "evidence_zh": "90 个队列行保留来源链接、时间口径、闭环状态和允许公开结论。" }, { "id": "public_signal_boundary", "label_en": "Public signal boundary", "label_zh": "公开信号边界", "passed": true, "evidence_en": "2 direct review(s), 0 reviewed model snapshot(s), and 0 classification violation(s).", "evidence_zh": "2 条直接评价、0 条已复核模型快照；分类违规 0 条。" }, { "id": "public_display_boundary", "label_en": "Public display boundary", "label_zh": "公开展示边界", "passed": true, "evidence_en": "0 model(s) and 0 version(s) are held out for source/date review.", "evidence_zh": "0 个模型和 0 个版本因来源/日期复核暂不展示。" } ], "counts": { "passed_checks": 7, "total_checks": 7, "daily_public_metric_sources": 2, "independent_daily_collectors": 2, "derived_daily_metric_artifacts": 3, "stale_daily_sources": 0, "failed_row_freshness_sources": 0, "catalog_models_verified_within_30_days": 123, "catalog_models_verified_31_to_90_days": 108, "catalog_models_older_than_90_days": 0, "reference_snapshot_sources": 12, "overdue_reference_snapshot_sources": 1, "row_level_gap_rows": 752, "workbench_queue_rows": 90, "review_now_rows": 11, "collect_source_rows": 13, "verified_gap_rows": 62, "trusted_model_review_rows": 2, "public_issue_or_needs_review_rows": 394 }, "freshness": { "daily_sources": [ { "source": "openrouter", "timestamp": "2026-07-15T20:11:41.551Z", "freshness_state": "fresh", "stale_for_daily_gate": false, "row_freshness_passed": true }, { "source": "huggingface_model_cards", "timestamp": "2026-07-15T20:11:41.551Z", "freshness_state": "fresh", "stale_for_daily_gate": false, "row_freshness_passed": true } ], "derived_daily_artifacts": [ { "artifact": "openrouter", "collector_id": "openrouter", "row_count": 266 }, { "artifact": "public_signals", "collector_id": "huggingface_model_cards", "row_count": 71 }, { "artifact": "adoption", "collector_id": "huggingface_model_cards", "row_count": 71 } ], "reference_sources": [ { "source": "community_huggingface", "timestamp": "2026-07-15T20:31:05.292Z", "disclosed_reference_snapshot": true, "current_age_hours": 0.36639555555555553, "max_age_hours": 720, "expires_at": "2026-08-14T20:31:05.292Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "community_github", "timestamp": "2026-07-15T20:26:14.449Z", "disclosed_reference_snapshot": true, "current_age_hours": 0.4471852777777778, "max_age_hours": 720, "expires_at": "2026-08-14T20:26:14.449Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "community_reddit", "timestamp": "2026-06-16T05:54:57.741Z", "disclosed_reference_snapshot": true, "current_age_hours": 710.9684930555555, "max_age_hours": 720, "expires_at": "2026-07-16T05:54:57.741Z", "freshness_state": "reference_snapshot_expiring_soon", "reference_snapshot_overdue": false }, { "source": "public_rankings_openrouter", "timestamp": "2026-07-15T20:16:25.059Z", "disclosed_reference_snapshot": true, "current_age_hours": 0.6109047222222223, "max_age_hours": 168, "expires_at": "2026-07-22T20:16:25.059Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "public_rankings_huggingface", "timestamp": "2026-07-15T20:16:25.059Z", "disclosed_reference_snapshot": true, "current_age_hours": 0.6109047222222223, "max_age_hours": 168, "expires_at": "2026-07-22T20:16:25.059Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "public_rankings_lmarena", "timestamp": "2026-05-26T07:37:39.286Z", "disclosed_reference_snapshot": true, "current_age_hours": 1213.2569527777778, "max_age_hours": 2160, "expires_at": "2026-08-24T07:37:39.286Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "public_rankings_artificial_analysis", "timestamp": "2026-05-26T17:40:00.000Z", "disclosed_reference_snapshot": true, "current_age_hours": 1203.2178655555556, "max_age_hours": 2160, "expires_at": "2026-08-24T17:40:00.000Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "benchmark_arena_rows", "timestamp": "2026-05-12T00:00:00.000Z", "disclosed_reference_snapshot": true, "current_age_hours": 1556.8845322222223, "max_age_hours": 2160, "expires_at": "2026-08-10T00:00:00.000Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "benchmark_lmsys_rows", "timestamp": "2026-05-12T00:00:00.000Z", "disclosed_reference_snapshot": true, "current_age_hours": 1556.8845322222223, "max_age_hours": 2160, "expires_at": "2026-08-10T00:00:00.000Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "official_pricing", "timestamp": "2026-07-15T00:00:00.000Z", "disclosed_reference_snapshot": true, "current_age_hours": 20.884532222222223, "max_age_hours": 720, "expires_at": "2026-08-14T00:00:00.000Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "license_evidence", "timestamp": "2026-07-15T20:11:37.636Z", "disclosed_reference_snapshot": true, "current_age_hours": 0.6907444444444445, "max_age_hours": 720, "expires_at": "2026-08-14T20:11:37.636Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false }, { "source": "tools", "timestamp": "2026-05-27T01:45:00.000Z", "disclosed_reference_snapshot": true, "current_age_hours": 1195.1345322222223, "max_age_hours": 2160, "expires_at": "2026-08-25T01:45:00.000Z", "freshness_state": "reference_snapshot_current", "reference_snapshot_overdue": false } ] }, "public_boundaries": [ "Gaps are classified and shown; missing values are not guessed into facts.", "Daily public metrics are freshness-gated separately from reference snapshots.", "Trusted model reviews are separated from public issues, tool issues, snapshots, and review-needed rows.", "Source Workbench queue rows never close missing fields without direct public evidence." ], "next_actions": [ "11 review-now rows need source/operator review before stronger claims.", "13 rows require direct public-source collectors before fields can be filled.", "Refresh overdue reference snapshots: community_reddit." ] }