{"subject":{"id":"motherduck","slug":"motherduck","name":"MotherDuck","tagline":"Depot pick when the agent needs SQL warehouse context (analytics, DuckLake/Iceberg, shared Guides). 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See GET /api/pricing."}},"relatedJtbdSlugs":["serverless-db","embedded-vector","sql-warehouse-agent-context","agent-analytics-warehouse","spreadsheet-sql-agents"],"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":0.15,"roles":["same_jtbd_pick","same_jtbd_runner"],"sharedJtbdSlugs":["serverless-db","spreadsheet-sql-agents"],"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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MotherDuck remains sql-warehouse-agent-context for…","website":"https://clickhouse.com","status":"active","overall":8.38,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-10-19","deltaOverallVsSubject":-0.06,"roles":["same_jtbd_runner","same_jtbd_pick"],"sharedJtbdSlugs":["sql-warehouse-agent-context","agent-analytics-warehouse"],"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 (clickhouse.com/pricing, fetched 2026-10-24; list rates shown for 'N. Virginia (us-east-1)'): 'Pay only for the compute and storage you use, metered separately and scaled to zero when idle.' Basic: Storage '$25.30 Per 1TB / mo', Compute '$0.2181 Per unit / hr', '…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://clickhouse.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=sql-warehouse-agent-context","human":"/providers/clickhouse-cloud","compare":"/compare/motherduck-vs-clickhouse-cloud"},{"id":"lancedb","slug":"lancedb","name":"LanceDB","tagline":"Great embedded/object-store vector layer. Pair with Mem0/Zep only if you need higher-level memory APIs.","website":"https://lancedb.com","status":"active","overall":7.78,"scoreKind":"curated_estimate","confidence":"medium","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.66,"roles":["same_jtbd_pick"],"sharedJtbdSlugs":["embedded-vector"],"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: Embedded + cloud vector DB on Lance format; excellent local/OSS DX and object-storage-friendly indexing. Cloud usage-based; OSS free. Popular as RAG/memory backend (e.g. with Cognee); not a hosted 'agent memory' product itself.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://lancedb.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=embedded-vector","human":"/providers/lancedb","compare":"/compare/motherduck-vs-lancedb"},{"id":"duckdb","slug":"duckdb","name":"DuckDB (vector/extensions)","tagline":"Use for local analytics + light vector experiments. 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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=embedded-vector","human":"/providers/duckdb","compare":"/compare/motherduck-vs-duckdb"},{"id":"databricks-mosaic","slug":"databricks-mosaic","name":"Databricks Mosaic AI","tagline":"Pick only when your data/platform already is Databricks. Otherwise Bedrock/Vertex or direct APIs.","website":"https://www.databricks.com/product/machine-learning","status":"active","overall":7.11,"scoreKind":"curated_estimate","confidence":"medium","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-1.33,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["sql-warehouse-agent-context","agent-analytics-warehouse","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: Lakehouse-native model training/serving billed via Databricks DBUs + cloud compute. Foundation Model Serving and Mosaic tooling sit inside Databricks contracts — not indie per-token pricing. Strong if data already lives in Databricks.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.databricks.com/product/machine-learning","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=sql-warehouse-agent-context","human":"/providers/databricks-mosaic","compare":"/compare/motherduck-vs-databricks-mosaic"},{"id":"snowflake-cortex","slug":"snowflake-cortex","name":"Snowflake Cortex","tagline":"Use when Snowflake already holds the data. Don't drag agent backends into Snowflake just for Cortex.","website":"https://www.snowflake.com/en/data-cloud/cortex/","status":"active","overall":7.1,"scoreKind":"curated_estimate","confidence":"medium","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-1.34,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["sql-warehouse-agent-context","agent-analytics-warehouse"],"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: SQL-first AI functions (COMPLETE, EMBED, SEARCH, etc.) priced in Snowflake AI credits (secondary sources cite ~$2.00 per AI credit — confirm account rate card). Attractive when data already in Snowflake; not a general agent LLM default.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.snowflake.com/en/data-cloud/cortex/","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=sql-warehouse-agent-context","human":"/providers/snowflake-cortex","compare":"/compare/motherduck-vs-snowflake-cortex"},{"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","deltaOverallVsSubject":0.2,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["serverless-db"],"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."},"decideHint":"/api/decide?jtbd=serverless-db","human":"/providers/supabase-pgvector","compare":"/compare/motherduck-vs-supabase-pgvector"},{"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":-0.21,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["serverless-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 (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/motherduck-vs-planetscale"},{"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":-0.23,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["embedded-vector"],"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=embedded-vector","human":"/providers/turbopuffer","compare":"/compare/motherduck-vs-turbopuffer"},{"id":"elastic-serverless","slug":"elastic-serverless","name":"Elasticsearch Serverless","tagline":"Enterprise hybrid/vector search when already in Elastic. Prefer Typesense/Meilisearch/Algolia for product…","website":"https://www.elastic.co","status":"active","overall":8.06,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.38,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["agent-analytics-warehouse"],"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 (elastic.co/pricing/serverless-search): Ingest from **$0.14**/VCU-hr; Search from **$0.09**; ML from **$0.07**; retention from **$0.047**/GB-mo; egress from $0.05/GB. Managed LLM $4.50/$21 per 1M in/out. Inference Service from $0.08/1M tokens. Agent Builder execu…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.elastic.co","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=agent-analytics-warehouse","human":"/providers/elastic-serverless","compare":"/compare/motherduck-vs-elastic-serverless"},{"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":-0.56,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["embedded-vector"],"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=embedded-vector","human":"/providers/chroma","compare":"/compare/motherduck-vs-chroma"},{"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":-0.82,"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/motherduck-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/motherduck","machine":"/api/alternatives?provider=motherduck","provider":"/api/providers/motherduck","canonical":"/api/canonical"}}