{"jtbd":{"id":"serverless-db","slug":"serverless-db","name":"Serverless Postgres for agents","shortName":"Serverless Postgres for agents","problemStatement":"Scale-to-zero SQL with branching for previews/agents."},"pick":{"id":"neon","slug":"neon","name":"Neon","tagline":"Excellent serverless Postgres for agent apps that want branching + pgvector without Supabase's full BaaS.","website":"https://neon.tech","overall":8.59,"scoreBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"scoreLayers":{"editorialPrior":8.59,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Serverless Postgres with branching; pgvector supported; usage-based compute/storage.","scores":{"capabilityFit":8.6,"pricePerformance":8.8,"latencyReliability":8.6,"developerDx":9.4,"privacyPosture":8.2,"lockInRisk":3,"maturity":8.5,"overall":8.59,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"supabase-pgvector","slug":"supabase-pgvector","name":"Supabase (pgvector)","tagline":"Depot default for most agent apps under ~25–50M vectors. Don't add Pinecone until Postgres actually hurts.","website":"https://supabase.com","overall":8.64,"scoreBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"scoreLayers":{"editorialPrior":8.64,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Postgres + pgvector + Auth + Storage; usage on compute/storage; free tier. Vectors hitchhike on Postgres.","scores":{"capabilityFit":8.5,"pricePerformance":9,"latencyReliability":8.6,"developerDx":9.4,"privacyPosture":8,"lockInRisk":3,"maturity":9,"overall":8.64,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"planetscale","slug":"planetscale","name":"PlanetScale","tagline":"Serverless DB peer when branching DX matters. Prefer Neon/Supabase for default Postgres+pgvector agents…","website":"https://planetscale.com","overall":8.23,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.23,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (planetscale.com/pricing.md, AWS us-east-1): Postgres single-node from **$5/mo** (PS-5); HA 3-node from **$15/mo** (PS-5); PS-160 ARM HA $286; Vitess HA PS-10 $39+. Metal NVMe SKUs from ~$50–$60 (M-10). Storage/backups/egress/PgBouncer extra. Scaler Pro renamed Base. Machine-readable SQL catalog + region query params — re-export before commits.","scores":{"capabilityFit":8.6,"pricePerformance":7.4,"latencyReliability":8.8,"developerDx":9.2,"privacyPosture":8,"lockInRisk":4.8,"maturity":8.8,"overall":8.23,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"scoreLayers":{"editorialPrior":8.59,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"neon","pickName":"Neon","pickScore":8.59,"highestScoredCandidateId":"supabase-pgvector","highestScoredCandidateName":"Supabase (pgvector)","highestScore":8.64,"pickHasLowerCompositeScore":true,"delta":-0.05,"pickLeadsOnDimensions":["capabilityFit (8.6 vs 8.5)","privacyPosture (8.2 vs 8)"],"explanation":"Neon (8.59) is the editorial pick for Serverless Postgres for agents over higher-composite Supabase (pgvector) (8.64) because composite scores are provider-wide priors while Neon wins on capabilityFit (8.6 vs 8.5), privacyPosture (8.2 vs 8): dx + pricePerf + capability branching."},"cheapest":null,"recommendedWorkloadQuote":{"providerId":"neon","providerName":"Neon","skuId":"neon-free-plan","item":"Free plan","plan":"Free plan — Free $0: 100 projects, 100 CU-hrs monthly per project, 1 GB storage per project, sizes up to 2 CU (8 GB RAM), scale to zero after 5 minutes inactive","unit":"usd_per_month","amountUsd":0,"outputSkuId":null,"outputItem":null,"outputAmountUsd":null,"outputUnit":null,"sourceUrl":"https://neon.com/pricing","asOf":"2026-10-21","pricingLastVerifiedAt":"2026-10-27","isFlagshipForJob":true,"differsFromFloorCheapest":false,"representativeQuote":{"skuId":"neon-free-plan","item":"Free plan","plan":"Free plan — Free $0: 100 projects, 100 CU-hrs monthly per project, 1 GB storage per project, sizes up to 2 CU (8 GB RAM), scale to zero after 5 minutes inactive","amountUsd":0,"inputOrUnitUsd":0,"unit":"usd_per_month","outputUsd":null,"outputUnit":null,"sourceUrl":"https://neon.com/pricing","asOf":"2026-10-21"},"estimatedTaskCost":{"tasks":1000,"retryAndToolOverheadMultiplier":1.15,"retryToolOverheadMultiplier":1.15,"unitsPerTask":1,"baseCostPer1kTasksUsd":0,"totalUsd":0,"estimatedTotalUsd":0,"perTaskUsd":0,"estimatedCostPerTaskUsd":0,"formula":"Monthly base plan $0/mo covering 1,000 tasks (1.15x overhead buffer)","assumptions":"Monthly subscription plan amortized over 1,000 tasks/month."}},"representativeQuote":{"skuId":"neon-free-plan","item":"Free plan","plan":"Free plan — Free $0: 100 projects, 100 CU-hrs monthly per project, 1 GB storage per project, sizes up to 2 CU (8 GB RAM), scale to zero after 5 minutes inactive","amountUsd":0,"inputOrUnitUsd":0,"unit":"usd_per_month","outputUsd":null,"outputUnit":null,"sourceUrl":"https://neon.com/pricing","asOf":"2026-10-21"},"estimatedTaskCost":{"tasks":1000,"retryAndToolOverheadMultiplier":1.15,"retryToolOverheadMultiplier":1.15,"unitsPerTask":1,"baseCostPer1kTasksUsd":0,"totalUsd":0,"estimatedTotalUsd":0,"perTaskUsd":0,"estimatedCostPerTaskUsd":0,"formula":"Monthly base plan $0/mo covering 1,000 tasks (1.15x overhead buffer)","assumptions":"Monthly subscription plan amortized over 1,000 tasks/month."},"freeAlternatives":[{"id":"neon-free-plan","name":"Neon Free plan","kind":"free_database","jtbdIds":["serverless-db"],"whatYouGet":"Serverless Postgres free with no time limit and no credit card: 100 projects, 100 CU-hours per project per month, 1 GB storage per project, up to 2 CU (8 GB RAM), scale to zero after 5 minutes.","cost":"free","license":null,"sourceUrl":"https://neon.com/pricing","notes":"Fetched 2026-10-21. Limits are per project. Paid usage: Launch $0.106/CU-hr, $0.35/GB-month.","providerId":"neon","limits":{"projects":100,"cuHoursPerProjectPerMonth":100,"storageGbPerProject":1,"maxComputeCu":2},"asOf":"2026-10-21","freeType":"free_database","substitutable":true}],"referenceDocs":[],"falsification":{"jtbdId":"serverless-db","jtbdName":"Serverless Postgres for agents","currentPickId":"neon","currentPickScore":8.59,"challengerId":"supabase-pgvector","challengerScore":8.64,"currentScoreGap":0.05,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.2,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Supabase (pgvector) (supabase-pgvector) outperforms Neon (neon) by >= 0.2 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Neon's representative SKU for serverless-db without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=neon) or sustained >= 30% degraded/failed rate in verified production outcomes."],"frozenHoldoutPolicy":{"holdoutSplit":"20% frozen benchmark holdout tasks + 80% live production outcome receipts","requireCountersignReceipt":true,"requiredEvidenceTiers":["outcome_verified","reference_checked"],"minDistinctContributors":2,"antiGamingRule":"Unverified self-reports and seed/editorial rows never mutate picks or scores."},"triggers":[{"kind":"verified_outcomes_outperformance","challengerId":"supabase-pgvector","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.2,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"neon","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"neon","immediateOverrideUrl":"/api/decide?jtbd=serverless-db&exhausted=neon"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=serverless-db","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"serverless-db","providerId":"supabase-pgvector","outcome":"worked","detail":"Comparative production evaluation on serverless-db (n>=10 tasks) with Countersign receipt.","confidence":"high","receipt":{"countersign":{"claim_id":"cs-00000000","status":"verified","evidence_tier":"outcome_verified","counts_as_verified":true}}}}},"whatWouldChangePick":["Supabase (pgvector) (supabase-pgvector) outperforms Neon (neon) by >= 0.2 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Neon's representative SKU for serverless-db without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=neon) or sustained >= 30% degraded/failed rate in verified production outcomes."],"routePlan":{"jtbdId":"serverless-db","primary":{"providerId":"neon","name":"Neon","overall":8.59,"scoreBand":{"low":8,"mid":8.6,"high":9.2,"halfWidth":0.6,"basis":"editorial_prior","display":"8.0–9.2 (editorial prior)"},"scoreLayers":{"editorialPrior":8.59,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"primary","reason":"Editorial Depot Pick for Serverless Postgres for agents; 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See GET /api/jtbds/serverless-db + GET /api/methodology.","nextActions":[{"step":1,"title":"Inspect full JTBD + embeds","href":"/api/jtbds/serverless-db?embed=providers","why":"Confirm pick, runners-up, and methodology notes."},{"step":2,"title":"Quote sourced SKUs","href":"/api/quote?jtbd=serverless-db","why":"Depot Pick SKUs plus the cheapest sourced SKU whose unit matches this job. Does not change the pick. Does not blend input and output or borrow a chat rate for a non-chat job."},{"step":3,"title":"Open provider detail","href":"/api/providers/neon","why":"Scores, pricingNotes, strengths/weaknesses, communitySignals (claims only)."},{"step":4,"title":"Cite methodology","href":"/api/methodology","why":"Required when publishing a Depot Pick citation."},{"step":5,"title":"Grab badge SVG","href":"/api/badge?type=depot-pick&jtbd=serverless-db","why":"Embed in README / agent passport."},{"step":6,"title":"Post production insight","method":"POST","href":"/api/insights","why":"Unverified until curated; never auto-mutates official scores."}],"honesty":["Do not invent scores or benches.","Insights are claims until curated/reviewed; they never silently mutate official scores.","lockInRisk higher = more lock-in (worse).","normalizedUsdPerMillionTokens is set only for a single sourced token row. Otherwise null, with a machine-readable reason. Do not coerce GPU, minute, or per-1k search units.","Runners-up are not Depot Picks.","Depot overall is editorial_weighted, not Arena Elo and not an Artificial Analysis index."],"asOf":"2026-09-14","depth":{"whenNotToUse":{"text":"Want Auth+Storage+Realtime suite — Supabase.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"supabase-pgvector","name":"Supabase (pgvector)","overallForJob":8.64,"pickOverallForJob":8.59,"beatsPickOn":["pricePerformance","maturity"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":3,"runnerUpLockInRisk":3,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[],"migration":null,"migrationReason":"no_stored_migration_data","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."}},"citation":{"text":"Agent Provider Depot (v0.12.156), Depot Pick for serverless-db: neon, scores as of 2026-09-14, retrieved 2026-10-28. https://getagentdepot.com/jtbds/serverless-db","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/serverless-db) (v0.12.156) — Depot Pick for `serverless-db`: **neon** (scores as of 2026-09-14, retrieved 2026-10-28)","fields":{"publisher":"Agent Provider Depot","version":"0.12.156","role":"depot_pick","jtbdId":"serverless-db","providerId":"neon","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-28","page":"https://getagentdepot.com/jtbds/serverless-db","api":"https://getagentdepot.com/api/decide?jtbd=serverless-db"},"howToCite":"Cite Depot as an editorial, dated recommendation, not a benchmark: name the job, the Depot Pick (or runner-up), the score asOf date and the day you retrieved it, and link the job page. Format: “Agent Provider Depot (v{version}), Depot Pick for {jobId}: {providerId}, scores as of {scoreAsOf}, retrieved {retrievedOn}. {baseUrl}/jtbds/{jobId}”. Quote prices only with their own sourceUrl and asOf. If the pick's score is stale (freshness.pick.score.stale), say so."},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":44,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":44,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":1,"sourcesReachable":1,"pricingRows":4,"pricingRowsReconfirmed":1,"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}},"scoreAsOf":"2026-09-14","editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27","pickLastReviewed":"2026-09-14","runnersUpScoreAsOf":["2026-09-14","2026-09-14"],"contractAsOf":"2026-10-03","pricingShape":"sourced_rows","normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"neon-free-plan","providerId":"neon","sku":"Free plan","unit":"usd_per_month","amountUsd":0,"currency":"USD","sourceUrl":"https://neon.com/pricing","asOf":"2026-10-21","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Free $0: 100 projects, 100 CU-hrs monthly per project, 1 GB storage per project, sizes up to 2 CU (8 GB RAM), scale to zero after 5 minutes inactive. No credit card."},{"id":"neon-launch-compute","providerId":"neon","sku":"Launch compute","unit":"usd_per_cu_hour","amountUsd":0.106,"currency":"USD","sourceUrl":"https://neon.com/pricing","asOf":"2026-10-21","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_cu_hour","priceSortEligible":false,"qualifier":"Launch (usage-based) compute per CU-hour; sizes up to 16 CU."},{"id":"neon-launch-storage","providerId":"neon","sku":"Launch storage","unit":"usd_per_gb_month","amountUsd":0.35,"currency":"USD","sourceUrl":"https://neon.com/pricing","asOf":"2026-10-21","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gb_month","priceSortEligible":false,"qualifier":"Launch database storage per GB-month (Postgres storage, not object storage)."},{"id":"neon-scale-compute","providerId":"neon","sku":"Scale compute","unit":"usd_per_cu_hour","amountUsd":0.222,"currency":"USD","sourceUrl":"https://neon.com/pricing","asOf":"2026-10-21","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_cu_hour","priceSortEligible":false,"qualifier":"Scale (usage-based) compute per CU-hour; sizes up to 56 CU; SLAs, HIPAA, private network."}],"notesExcerpt":"Serverless Postgres with branching; pgvector supported; usage-based compute/storage.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://neon.tech","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."},"links":{"jtbd":"/jtbds/serverless-db","jtbdApi":"/api/jtbds/serverless-db","leaderboard":"/api/leaderboards?jtbd=serverless-db","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=serverless-db","decide":"/api/decide?jtbd=serverless-db","humanPage":"/jtbds/serverless-db","alternatives":"/api/alternatives?provider=neon","canonical":"/api/canonical","quote":"/api/quote?jtbd=serverless-db","falsify":"/api/falsify?jtbd=serverless-db"},"constraintBundle":{"task":null,"jtbd":"serverless-db","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]},"stackContext":{"host":null,"framework":null,"repo":null,"lang":null,"existing":[],"volume":null,"sender":null,"detectedFromTask":[]},"keep":null,"contextAdvice":null,"communityFeedback":{"pickOnThisJob":{"failed":0,"degraded":0,"worked":0,"insights":0,"withVerifiedReceipt":0,"failureModes":{},"latestAt":null,"note":"Agent-reported claims (unverified unless a receipt is verified by Depot's re-check). 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