{"subject":{"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","status":"active","overall":8.64,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","lastReviewed":"2026-09-14","categoryIds":["cat-vector-memory","cat-auth-payments","cat-object-storage"],"regions":["global"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Postgres + pgvector + Auth + Storage; usage on compute/storage; free tier. Vectors hitchhike on Postgres.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://supabase.com","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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."}},"relatedJtbdSlugs":["postgres-vector","rag-memory","cheap-vector-scale","prototype-rag","agent-memory-kv","auth","user-management","object-storage","serverless-db","app-backend","hybrid-search-rag","hosted-agent-memory","realtime-agent-channel","edge-sqlite-agent-db"],"alternatives":[{"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","status":"active","overall":8.59,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.05,"roles":["same_jtbd_runner","same_jtbd_pick"],"sharedJtbdSlugs":["postgres-vector","serverless-db","app-backend","edge-sqlite-agent-db"],"pricing":{"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."},"decideHint":"/api/decide?jtbd=postgres-vector","human":"/providers/neon","compare":"/compare/supabase-pgvector-vs-neon"},{"id":"clerk","slug":"clerk","name":"Clerk","tagline":"Depot default auth for agent products with users. WorkOS when enterprise SSO is the main job.","website":"https://clerk.com","status":"active","overall":8.43,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-10-19","deltaOverallVsSubject":-0.21,"roles":["same_jtbd_pick","same_jtbd_runner"],"sharedJtbdSlugs":["auth","user-management","app-backend"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Bills monthly retained users (MRU: a user who returns at least one day after signing up), not MAU (https://clerk.com/pricing, fetched 2026-10-21): Hobby free up to 50,000 MRU per app; Pro $25/mo and Business $300/mo include 50,000 MRU per app, then graduated $0.02 / $0.018 / $0.0…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://clerk.com","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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=auth","human":"/providers/clerk","compare":"/compare/supabase-pgvector-vs-clerk"},{"id":"turbopuffer","slug":"turbopuffer","name":"Turbopuffer","tagline":"When your vector bill scares you and much of the corpus is cold, Turbopuffer is the interesting answer.","website":"https://turbopuffer.com","status":"active","overall":8.21,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.43,"roles":["same_jtbd_runner","same_jtbd_pick"],"sharedJtbdSlugs":["rag-memory","cheap-vector-scale"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-10-24 (turbopuffer.com/pricing, fetched 2026-10-24): Usage-based with plan minimums: launch '$16/month minimum usage', scale '$256/month minimum usage', enterprise '>= $4,096/month' with '35% usage premium'. 'You'll pay for actual usage beyond the minimum.' 'Unused amo…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://turbopuffer.com","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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=rag-memory","human":"/providers/turbopuffer","compare":"/compare/supabase-pgvector-vs-turbopuffer"},{"id":"redis","slug":"redis","name":"Redis","tagline":"Use as agent hot memory/cache, not as your only 100M-vector archive.","website":"https://redis.io","status":"active","overall":8.07,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.57,"roles":["same_jtbd_runner","same_jtbd_pick"],"sharedJtbdSlugs":["rag-memory","agent-memory-kv"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Redis OSS + Redis Cloud; vector search via Redis Query Engine; pay for memory-centric hosting.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://redis.io","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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=rag-memory","human":"/providers/redis","compare":"/compare/supabase-pgvector-vs-redis"},{"id":"r2","slug":"r2","name":"Cloudflare R2","tagline":"Depot pick when agent artifacts get downloaded a lot. S3-compatible without the egress grief.","website":"https://developers.cloudflare.com/r2/","status":"active","overall":8.75,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-10-19","deltaOverallVsSubject":0.11,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["object-storage"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"r2-standard-storage","providerId":"r2","sku":"R2 Standard storage","unit":"usd_per_gb_month","amountUsd":0.015,"currency":"USD","sourceUrl":"https://developers.cloudflare.com/r2/pricing/","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gb_month","priceSortEligible":false,"qualifier":"Storage at rest; 10 GB-month free per month (not netted). Class A $4.50 / Class B $0.36 per million operations are separate; egress free."}],"notesExcerpt":"S3-compatible object storage with zero egress fees to the internet (Cloudflare positioning); storage+ops pricing.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://developers.cloudflare.com/r2/","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."},"decideHint":"/api/decide?jtbd=object-storage","human":"/providers/r2","compare":"/compare/supabase-pgvector-vs-r2"},{"id":"ably","slug":"ably","name":"Ably","tagline":"Depot pick for realtime agent↔user channels (token streaming, presence, multiplayer agent UIs). Not a…","website":"https://ably.com","status":"active","overall":8.29,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.35,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["realtime-agent-channel"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"ably-messages","providerId":"ably","sku":"Messages","unit":"usd_per_million_messages","amountUsd":2.5,"currency":"USD","sourceUrl":"https://ably.com/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_million_messages","priceSortEligible":false,"qualifier":"List rate. Page also says as low as $0.50/M with a volume discount. The volume threshold is not on the card, so the floor was not stored."},{"id":"ably-channels","providerId":"ably","sku":"Channel minutes","unit":"usd_per_million_channel_minutes","amountUsd":1,"currency":"USD","sourceUrl":"https://ably.com/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_million_channel_minutes","priceSortEligible":false,"qualifier":"List rate $1.00. Page also says as low as $0.20/M. Volume threshold not stated, so the floor was not stored."},{"id":"ably-connections","providerId":"ably","sku":"Connection minutes","unit":"usd_per_million_connection_minutes","amountUsd":1,"currency":"USD","sourceUrl":"https://ably.com/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_million_connection_minutes","priceSortEligible":false,"qualifier":"List rate $1.00. Page also says as low as $0.20/M. Volume threshold not stated, so the floor was not stored."},{"id":"ably-standard","providerId":"ably","sku":"Standard","unit":"usd_per_month","amountUsd":29,"currency":"USD","sourceUrl":"https://ably.com/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Package. Later card says Standard $29 / month."},{"id":"ably-pro","providerId":"ably","sku":"Pro","unit":"usd_per_month","amountUsd":399,"currency":"USD","sourceUrl":"https://ably.com/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Package. Later card says Pro $399 / month."},{"id":"ably-data-gib","providerId":"ably","sku":"Data transfer","unit":"usd_per_gib","amountUsd":0.25,"currency":"USD","sourceUrl":"https://ably.com/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gib","priceSortEligible":false,"qualifier":"Standard, Pro, and Enterprise each show $0.25 / GiB."}],"notesExcerpt":"As of 2026-10-24 (ably.com/pricing, fetched 2026-10-24): Messages '$2.50 / million' ('As low as $0.50/M with volume discount'); channels and connections '$1.00 / million mins' each ('As low as $0.20/M with volume discount'); additional data transfer '$0.25 / GiB'. Packages: Free …","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://ably.com","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."},"decideHint":"/api/decide?jtbd=realtime-agent-channel","human":"/providers/ably","compare":"/compare/supabase-pgvector-vs-ably"},{"id":"turso","slug":"turso","name":"Turso","tagline":"Depot pick for edge/per-tenant SQLite agent state. Serverless Postgres pick stays Neon; hot KV stays Redis…","website":"https://turso.tech","status":"active","overall":8.22,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.42,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["edge-sqlite-agent-db"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14 (turso.tech/pricing): Free $0 — 100 DBs, 5GB storage, 500M rows read, 10M written, 3GB embedded sync, 1-day PITR. Developer $4.99/mo; Scaler $24.92/mo; Pro $416.58/mo (annual-save prices shown). Unlimited DBs on paid. Overage: storage/reads/writes/syncs per-unit.…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://turso.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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=edge-sqlite-agent-db","human":"/providers/turso","compare":"/compare/supabase-pgvector-vs-turso"},{"id":"weaviate","slug":"weaviate","name":"Weaviate","tagline":"Best when hybrid search and modularity matter. Cloud for convenience; self-host when lock-in anxiety spikes.","website":"https://weaviate.io","status":"active","overall":8.2,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.44,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["hybrid-search-rag"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Open-source + Weaviate Cloud; modular vectorizers; hybrid search; usage/cluster pricing on cloud.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://weaviate.io","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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=hybrid-search-rag","human":"/providers/weaviate","compare":"/compare/supabase-pgvector-vs-weaviate"},{"id":"chroma","slug":"chroma","name":"Chroma","tagline":"Prototype on Chroma; graduate to Qdrant/pgvector/Pinecone before your corpus and QPS grow up.","website":"https://www.trychroma.com","status":"active","overall":7.88,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.76,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["prototype-rag"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14: Open-source embeddable vector DB + hosted Chroma Cloud; free/local for prototypes; Cloud usage-based for managed. Excellent DX for demos; graduate before high QPS/filtered production.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.trychroma.com","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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=prototype-rag","human":"/providers/chroma","compare":"/compare/supabase-pgvector-vs-chroma"},{"id":"mem0","slug":"mem0","name":"Mem0","tagline":"Default hosted agent memory bolt-on. Model retrieval volume carefully; self-host OSS if caps hurt.","website":"https://mem0.ai","status":"active","overall":7.59,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-1.05,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["hosted-agent-memory"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-10-24 (mem0.ai/pricing, fetched 2026-10-24): Hosted memory layer. Hobby 'Free' ('10,000 add requests/ month', '1,000 retrieval requests/ month', '1 project'); Starter '$19 / month' ('50,000 add requests /month', '5,000 retrieval requests / month'); Pro '$249 / month' (…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://mem0.ai","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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=hosted-agent-memory","human":"/providers/mem0","compare":"/compare/supabase-pgvector-vs-mem0"},{"id":"qdrant","slug":"qdrant","name":"Qdrant","tagline":"Depot pick for serious vector workloads with filters. Self-host or Cloud — either way you can leave.","website":"https://qdrant.tech","status":"active","overall":8.59,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-10-19","deltaOverallVsSubject":-0.05,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["rag-memory","cheap-vector-scale","hybrid-search-rag"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Rust engine; open-source + Qdrant Cloud; excellent filtered ANN; competitive cloud pricing.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://qdrant.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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=rag-memory","human":"/providers/qdrant","compare":"/compare/supabase-pgvector-vs-qdrant"},{"id":"cloudflare-workers","slug":"cloudflare-workers","name":"Cloudflare Workers","tagline":"Best edge runtime for lightweight agent gateways and tools. Heavy LLM loops still belong on Modal/Fly/GPU…","website":"https://workers.cloudflare.com","status":"active","overall":8.53,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.11,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["agent-memory-kv","realtime-agent-channel","edge-sqlite-agent-db"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"cloudflare-d1-rows-read","providerId":"cloudflare-workers","sku":"D1 rows read (Workers Paid)","unit":"usd_per_million_rows_read","amountUsd":0.001,"currency":"USD","sourceUrl":"https://developers.cloudflare.com/d1/platform/pricing/","asOf":"2026-10-21","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_million_rows_read","priceSortEligible":false,"qualifier":"Workers Paid: first 25 billion rows read/month included, then $0.001 per million. Free: 5 million/day."},{"id":"cloudflare-d1-rows-written","providerId":"cloudflare-workers","sku":"D1 rows written (Workers Paid)","unit":"usd_per_million_rows_written","amountUsd":1,"currency":"USD","sourceUrl":"https://developers.cloudflare.com/d1/platform/pricing/","asOf":"2026-10-21","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_million_rows_written","priceSortEligible":false,"qualifier":"Workers Paid: first 50 million rows written/month included, then $1.00 per million. Free: 100,000/day."},{"id":"cloudflare-d1-storage","providerId":"cloudflare-workers","sku":"D1 storage (Workers Paid)","unit":"usd_per_gb_month","amountUsd":0.75,"currency":"USD","sourceUrl":"https://developers.cloudflare.com/d1/platform/pricing/","asOf":"2026-10-21","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gb_month","priceSortEligible":false,"qualifier":"Workers Paid: first 5 GB included, then $0.75/GB-month (database storage). Free: 5 GB total. No egress charges."}],"notesExcerpt":"Request-based Workers + Durable Objects + R2 + Queues; generous free tier; CPU time limits.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://workers.cloudflare.com","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."},"decideHint":"/api/decide?jtbd=agent-memory-kv","human":"/providers/cloudflare-workers","compare":"/compare/supabase-pgvector-vs-cloudflare-workers"}],"rankContract":{"style":"editorial_weighted","notAnElo":true,"note":"deltaOverallVsSubject is Depot overall (0–10) minus the subject. It is not Arena Elo and not an Artificial Analysis index."},"freshness":{"scoreAsOfMin":"2026-09-14","scoreAsOfMax":"2026-10-19","contractAsOf":"2026-10-03"},"honesty":["Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category.","Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement.","Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row."],"links":{"human":"/alternatives/supabase-pgvector","machine":"/api/alternatives?provider=supabase-pgvector","provider":"/api/providers/supabase-pgvector","canonical":"/api/canonical"}}