{"subject":{"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","lastReviewed":"2026-09-14","categoryIds":["cat-vector-memory","cat-object-storage"],"regions":["global","us","eu"],"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. 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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."}},"relatedJtbdSlugs":["postgres-vector","serverless-db","app-backend","edge-sqlite-agent-db","serverless-edge-redis","spreadsheet-sql-agents"],"alternatives":[{"id":"supabase-pgvector","slug":"supabase-pgvector","name":"Supabase (pgvector)","tagline":"Depot default for most agent apps under ~25–50M vectors. 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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=postgres-vector","human":"/providers/supabase-pgvector","compare":"/compare/neon-vs-supabase-pgvector"},{"id":"upstash-redis","slug":"upstash-redis","name":"Upstash Redis","tagline":"Default serverless-edge-redis. 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Not a vCPU-hour."},{"id":"motherduck-standard","providerId":"motherduck","sku":"Standard","unit":"usd_per_hour","amountUsd":2.4,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"Instance hour, billed per second. Not a vCPU-hour."},{"id":"motherduck-jumbo","providerId":"motherduck","sku":"Jumbo","unit":"usd_per_hour","amountUsd":4.8,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"Instance hour, billed per second. Not a vCPU-hour."},{"id":"motherduck-mega","providerId":"motherduck","sku":"Mega","unit":"usd_per_hour","amountUsd":12,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"Instance hour, billed per second. Not a vCPU-hour."},{"id":"motherduck-giga","providerId":"motherduck","sku":"Giga","unit":"usd_per_hour","amountUsd":24,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"Instance hour, billed per second. Not a vCPU-hour."},{"id":"motherduck-flight-f4","providerId":"motherduck","sku":"Flight F4","unit":"usd_per_hour","amountUsd":0.15,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"0.5 vCPU, 4 GB, billed per hour for the size. Not stored as a per-vCPU rate. Lite without a card includes 30 minutes per day at no charge."},{"id":"motherduck-flight-f16","providerId":"motherduck","sku":"Flight F16","unit":"usd_per_hour","amountUsd":0.6,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"2 vCPU, 16 GB, billed per hour for the size. Lite rate requires a credit card. Not stored as a per-vCPU rate."},{"id":"motherduck-flight-f32","providerId":"motherduck","sku":"Flight F32","unit":"usd_per_hour","amountUsd":1.2,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"4 vCPU, 32 GB, billed per hour for the size. Not stored as a per-vCPU rate."},{"id":"motherduck-ai-unit","providerId":"motherduck","sku":"AI Functions","unit":"usd_per_ai_unit","amountUsd":1,"currency":"USD","sourceUrl":"https://motherduck.com/product/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_ai_unit","priceSortEligible":false,"qualifier":"Page says 1 AI Unit = $1.00. Token rates inside an AI Unit were not copied. SQL Assistant is 1 AI Unit per 160 calls and was not divided."}],"notesExcerpt":"As of 2026-10-24 (motherduck.com/product/pricing, fetched 2026-10-24): Lite $0 — 3 users, 2 service accounts, 10 GB, 10 Pulse hrs/mo. Business $250/org/mo + usage — 10 users, unlimited service accounts, 99.9% SLA. Enterprise custom (PrivateLink, HIPAA BAA, capacity). Storage $0.0…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://motherduck.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=spreadsheet-sql-agents","human":"/providers/motherduck","compare":"/compare/neon-vs-motherduck"},{"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":-0.37,"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/neon-vs-turso"},{"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":-0.06,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["edge-sqlite-agent-db","serverless-edge-redis"],"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=edge-sqlite-agent-db","human":"/providers/cloudflare-workers","compare":"/compare/neon-vs-cloudflare-workers"},{"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","status":"active","overall":8.23,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.36,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["serverless-db","app-backend"],"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 (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 B…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://planetscale.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=serverless-db","human":"/providers/planetscale","compare":"/compare/neon-vs-planetscale"},{"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":-0.16,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["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=app-backend","human":"/providers/clerk","compare":"/compare/neon-vs-clerk"},{"id":"railway","slug":"railway","name":"Railway","tagline":"Depot favorite for shipping agent APIs quickly. When bills climb, move steady-state to Fly/Hetzner/DO.","website":"https://railway.app","status":"active","overall":8.08,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.51,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["app-backend"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Usage-based PaaS; services/databases; simple git deploys; hobby→pro plans.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://railway.app","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=app-backend","human":"/providers/railway","compare":"/compare/neon-vs-railway"},{"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":-0.52,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["serverless-edge-redis"],"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=serverless-edge-redis","human":"/providers/redis","compare":"/compare/neon-vs-redis"},{"id":"aws-ec2","slug":"aws-ec2","name":"AWS EC2","tagline":"Default enterprise VM substrate. Agents should wrap it — humans shouldn't live in the console.","website":"https://aws.amazon.com/ec2/","status":"active","overall":8.01,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.58,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["postgres-vector"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Broadest instance catalog; Spot/Savings Plans; everything else in AWS orbits EC2.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://aws.amazon.com/ec2/","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=postgres-vector","human":"/providers/aws-ec2","compare":"/compare/neon-vs-aws-ec2"},{"id":"duckdb","slug":"duckdb","name":"DuckDB (vector/extensions)","tagline":"Use for local analytics + light vector experiments. Production agent memory → pgvector/Qdrant/Mem0.","website":"https://duckdb.org","status":"active","overall":8,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.59,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["spreadsheet-sql-agents"],"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: DuckDB is free MIT/open-source (local/embedded). Vector similarity via VSS + community extensions — not a hosted vector SaaS. MotherDuck is the hosted DuckDB warehouse (Lite $0 with 10 GB + 10 Pulse hrs; Business $250/org/mo + usage). Treat DuckDB as local OLAP …","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://duckdb.org","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=spreadsheet-sql-agents","human":"/providers/duckdb","compare":"/compare/neon-vs-duckdb"},{"id":"composio","slug":"composio","name":"Composio","tagline":"Depot pick for tool/MCP router with managed OAuth across 1500+ apps. Official rate card is now public — Hobby…","website":"https://composio.dev","status":"active","overall":7.62,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-10-19","deltaOverallVsSubject":-0.97,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["spreadsheet-sql-agents"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"composio-hobby","providerId":"composio","sku":"Hobby","unit":"usd_per_month","amountUsd":0,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Hard-capped. 100,000 tool calls and 50,000 triggers included. New pricing for signups on or after 2026-08-15."},{"id":"composio-pro","providerId":"composio","sku":"Pro","unit":"usd_per_month","amountUsd":29,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Includes a $29 monthly usage credit that does not roll over. Credit was not subtracted from the plan price."},{"id":"composio-tool-call-own-app","providerId":"composio","sku":"Tool calls own app","unit":"usd_per_tool_call","amountUsd":0.0003,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Pro, after the free 100K/mo. Own app, API key, or MCP. Not a Composio-managed app rate."},{"id":"composio-trigger-own-app","providerId":"composio","sku":"Trigger events own app","unit":"usd_per_trigger_event","amountUsd":0.003,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_trigger_event","priceSortEligible":false,"qualifier":"Pro, after the free 50K/mo. Billed per event delivered, not per poll."},{"id":"composio-sandbox-llm-tokens","providerId":"composio","sku":"Sandbox LLM tokens","unit":"usd_per_million_tokens","amountUsd":3.75,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"sandbox_token_rate_not_split_input_output","priceSortEligible":false,"qualifier":"Then $3.75 / M after 1M/mo free. Sandbox only, when Composio runs a model. Input and output are not split. Not a chat sort key."},{"id":"composio-managed-tool-call","providerId":"composio","sku":"Composio-managed tool calls","unit":"usd_per_tool_call","amountUsd":0.0005,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Up to 20K of the 100K free, then $0.0005 / tool call. FAQ's extra $0.0002 on the $0.0003 base is the same $0.0005 and was not stored again."},{"id":"composio-managed-trigger","providerId":"composio","sku":"Composio-managed trigger events","unit":"usd_per_trigger_event","amountUsd":0.005,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_trigger_event","priceSortEligible":false,"qualifier":"Up to 10K of the 50K free, then $0.005 / trigger event."},{"id":"composio-managed-connection","providerId":"composio","sku":"Composio-managed connected accounts","unit":"usd_per_connection","amountUsd":0.1,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-24","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_connection","priceSortEligible":false,"qualifier":"Composio-managed apps only (own app, API key, or MCP connected accounts are 'Unlimited & free'). First 1K free; on paid plans each additional connection costs $0.10 once, charged on the monthly bill. One-time per connection."},{"id":"composio-white-label","providerId":"composio","sku":"Advanced white-labeling","unit":"usd_per_connection","amountUsd":0.3,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_connection","priceSortEligible":false,"qualifier":"One-time on Pro. Included on Enterprise."},{"id":"composio-addon-shared-connection","providerId":"composio","sku":"Shared connection tool calls","unit":"usd_per_tool_call","amountUsd":0.0003,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Add-on on top of the tool-call rate, not a standalone price. Pro, after 1K/mo free."},{"id":"composio-addon-direct-execution","providerId":"composio","sku":"Direct execution outside a Session","unit":"usd_per_tool_call","amountUsd":0.0001,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Add-on on top of the tool-call rate. Pro, after 10K/mo free."},{"id":"composio-addon-proxy","providerId":"composio","sku":"Proxy execute","unit":"usd_per_tool_call","amountUsd":0.0002,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Add-on on top of the tool-call rate. Pro, after 1K/mo free."},{"id":"composio-addon-sandbox","providerId":"composio","sku":"Sandbox execution","unit":"usd_per_tool_call","amountUsd":0.0001,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Add-on on top of the tool-call rate. Pro, after 10K/mo free."},{"id":"composio-addon-baa","providerId":"composio","sku":"BAA","unit":"usd_per_tool_call","amountUsd":0.0003,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Add-on on Pro. Included on Enterprise. Not a standalone price."},{"id":"composio-addon-ip-allowlist","providerId":"composio","sku":"IP allowlist","unit":"usd_per_tool_call","amountUsd":0.0001,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Add-on on Pro. Included on Enterprise."},{"id":"composio-addon-zdr","providerId":"composio","sku":"Zero data retention","unit":"usd_per_tool_call","amountUsd":0.0001,"currency":"USD","sourceUrl":"https://composio.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_tool_call","priceSortEligible":false,"qualifier":"Add-on on Pro, select features. Included on Enterprise. Trigger add-on was described separately in older notes and is not on this card as its own number."}],"notesExcerpt":"As of 2026-10-24 (composio.dev/pricing, fetched 2026-10-24; 'New pricing applies to signups on or after August 15, 2026'): Hobby $0 — '100,000 tool calls, 50,000 triggers, and 3 team members included free each month'; 'The Hobby plan is hard-capped'. Pro '$29 / mo' with '$29 mont…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://composio.dev","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=spreadsheet-sql-agents","human":"/providers/composio","compare":"/compare/neon-vs-composio"}],"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/neon","machine":"/api/alternatives?provider=neon","provider":"/api/providers/neon","canonical":"/api/canonical"}}