{"providerId":"langfuse","name":"Langfuse","asOf":"2026-10-27","score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"basis":"curated_estimate","changesOnlyBy":"owner_approved_score_review"},"lastReviewed":"2026-09-14","sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":1,"sourcesReachable":1,"pricingRows":0,"pricingRowsReconfirmed":0,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null},"unreachableSources":[],"pricingRows":{"count":0,"stale":0,"notFoundOnPage":0,"items":[]},"listedOn":{"count":11,"depotPick":2,"runnerUp":9,"items":[{"jtbdId":"llm-tracing","role":"depot_pick","page":"/jtbds/llm-tracing","badge":"/badge/llm-tracing/langfuse.svg"},{"jtbdId":"evals","role":"runner_up","page":"/jtbds/evals","badge":"/badge/evals/langfuse.svg"},{"jtbdId":"cost-monitoring","role":"depot_pick","page":"/jtbds/cost-monitoring","badge":"/badge/cost-monitoring/langfuse.svg"},{"jtbdId":"experiment-tracking","role":"runner_up","page":"/jtbds/experiment-tracking","badge":"/badge/experiment-tracking/langfuse.svg"},{"jtbdId":"infra-observability","role":"runner_up","page":"/jtbds/infra-observability","badge":"/badge/infra-observability/langfuse.svg"},{"jtbdId":"progressive-agent-rollout","role":"runner_up","page":"/jtbds/progressive-agent-rollout","badge":"/badge/progressive-agent-rollout/langfuse.svg"},{"jtbdId":"agent-cloud-finops","role":"runner_up","page":"/jtbds/agent-cloud-finops","badge":"/badge/agent-cloud-finops/langfuse.svg"},{"jtbdId":"llm-audit-log-warehouse","role":"runner_up","page":"/jtbds/llm-audit-log-warehouse","badge":"/badge/llm-audit-log-warehouse/langfuse.svg"},{"jtbdId":"llm-cost-anomaly-alerts","role":"runner_up","page":"/jtbds/llm-cost-anomaly-alerts","badge":"/badge/llm-cost-anomaly-alerts/langfuse.svg"},{"jtbdId":"agent-trace-session-replay","role":"runner_up","page":"/jtbds/agent-trace-session-replay","badge":"/badge/agent-trace-session-replay/langfuse.svg"},{"jtbdId":"ml-dataset-versioning","role":"runner_up","page":"/jtbds/ml-dataset-versioning","badge":"/badge/ml-dataset-versioning/langfuse.svg"}]},"corrections":{"pending":0,"approved":0,"rejected":0,"items":[],"submit":"POST /api/corrections {providerId, field, proposedValue, sourceUrl, detail, rowId?, submitterRole: provider}","honesty":["A correction is a claim until a human reviews it. Pending corrections change nothing.","Approval is recorded in git (data/correction-reviews.json) with the reviewer, date and note; the catalog edit is a separate commit.","Corrections never change a pick score. Pending text is not republished until reviewed."]},"outcomes":{"n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"verifiedReports":0,"excluded":{"seed_editorial":1,"test":0,"notFeedback":0},"reason":"no_submitted_outcome_reports_yet","api":"/api/outcomes?provider=langfuse"},"suggestedActions":["Stored score is 43 days old (policy 30). Scores are editorial and change only after owner review."],"scoresMutated":false}