{"id":"diff-aware-pr-review","slug":"diff-aware-pr-review","name":"Diff-aware pull-request review agents","shortName":"PR review agents","problemStatement":"Review multi-file diffs with high tool-use reliability, low false-positive nits, and safe suggestions for CI review bots.","whenNotTopPick":"Bulk low-cost review of huge monorepos (DeepSeek/open hosts) with human confirm, or procurement locks you to Azure OpenAI.","categoryIds":["cat-inference-apis"],"depotPickProviderId":"anthropic","depotPickRationale":"Related to `coding-agent` but optimized for review posture (precision, rationale, patch safety). Confidence: high on model quality; product wrappers vary.","runnersUpIds":["openai","google-ai","deepseek","mistral"],"weights":{"capabilityFit":0.32,"pricePerformance":0.12,"latencyReliability":0.14,"developerDx":0.12,"privacyPosture":0.12,"lockInRisk":0.08,"maturity":0.1},"methodologyNotes":"Related to `coding-agent` but optimized for review posture (precision, rationale, patch safety). Confidence: high on model quality; product wrappers vary.","tags":["code-review","pr","coding","agents"],"depth":{"whenNotToUse":{"text":"Bulk low-cost review of huge monorepos (DeepSeek/open hosts) with human confirm, or procurement locks you to Azure OpenAI.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"openai","name":"OpenAI","overallForJob":8.33,"pickOverallForJob":8.54,"beatsPickOn":["latencyReliability","developerDx","maturity"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":6.5,"runnerUpLockInRisk":7.2,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[{"id":"reviewdog","name":"reviewdog","license":"MIT","sourceUrl":"https://raw.githubusercontent.com/reviewdog/reviewdog/master/LICENSE"}],"migration":"The pick has lower stored lock-in risk than runner-up OpenAI (6.5 vs 7.2). Self-host fallback listed for this job: reviewdog.","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"freshness":{"pick":{"score":{"asOf":"2026-10-19","ageDays":8,"stale":false,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-10-19","ageDays":8,"stale":false,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":2,"sourcesReachable":2,"pricingRows":15,"pricingRowsReconfirmed":15,"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}}}}