{"subject":{"id":"meilisearch-cloud","slug":"meilisearch-cloud","name":"Meilisearch Cloud","tagline":"Typesense/Algolia peer for product + RAG hybrid search. Prefer Typesense when hourly HA clusters are clearer…","website":"https://www.meilisearch.com","status":"active","overall":8.36,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","lastReviewed":"2026-09-14","categoryIds":["cat-search-scrape","cat-vector-memory"],"regions":["global","us","eu"],"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 (meilisearch.com/pricing): Cloud from ~**$20–$30/mo** usage-based or resource-based (example XS 0.5 vCPU/1GB ~$23/mo with disk). 14-day trial. OSS self-host free. 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Bandwidth ~$0.09–$0.12/GB class on secondary trackers; 10 GB fr…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://cloud.typesense.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=neural-search","human":"/providers/typesense-cloud","compare":"/compare/meilisearch-cloud-vs-typesense-cloud"},{"id":"algolia","slug":"algolia","name":"Algolia","tagline":"Enterprise product-search default. Prefer Typesense/OpenSearch when $/QPS dominates; vector DBs when pure…","website":"https://www.algolia.com","status":"active","overall":8.27,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.09,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["neural-search","enterprise-search","hybrid-search-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 (algolia.com/pricing): Pay-as-you-go — start free with 10K search requests/mo then ~$0.50–$1.75 per 1k depending on feature pack (Grow keyword vs AI Search tiers). Higher Medium/High usage and Enterprise support plans. Exact AI feature mix moves — pin calculator.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.algolia.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=neural-search","human":"/providers/algolia","compare":"/compare/meilisearch-cloud-vs-algolia"},{"id":"tavily","slug":"tavily","name":"Tavily","tagline":"Depot co-default for agent web search with Exa. 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Stated $0.0067 per credit."},{"id":"tavily-bootstrap-price-per-credit-usd-per-credit","providerId":"tavily","sku":"Bootstrap price per credit","unit":"usd_per_credit","amountUsd":0.0067,"currency":"USD","sourceUrl":"https://docs.tavily.com/documentation/api-credits","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_credit","priceSortEligible":false,"qualifier":"As printed. Not recomputed from $100/15000."},{"id":"tavily-startup-plan-usd-per-month","providerId":"tavily","sku":"Startup plan","unit":"usd_per_month","amountUsd":220,"currency":"USD","sourceUrl":"https://docs.tavily.com/documentation/api-credits","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"38,000 credits."},{"id":"tavily-startup-price-per-credit-usd-per-credit","providerId":"tavily","sku":"Startup price per credit","unit":"usd_per_credit","amountUsd":0.0058,"currency":"USD","sourceUrl":"https://docs.tavily.com/documentation/api-credits","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_credit","priceSortEligible":false,"qualifier":"As printed."},{"id":"tavily-growth-plan-usd-per-month","providerId":"tavily","sku":"Growth plan","unit":"usd_per_month","amountUsd":500,"currency":"USD","sourceUrl":"https://docs.tavily.com/documentation/api-credits","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"100,000 credits."},{"id":"tavily-growth-price-per-credit-usd-per-credit","providerId":"tavily","sku":"Growth price per credit","unit":"usd_per_credit","amountUsd":0.005,"currency":"USD","sourceUrl":"https://docs.tavily.com/documentation/api-credits","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_credit","priceSortEligible":false,"qualifier":"As printed."}],"notesExcerpt":"Search API built for AI agents; credit-based; returns clean results for RAG.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://tavily.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=neural-search","human":"/providers/tavily","compare":"/compare/meilisearch-cloud-vs-tavily"},{"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":-0.3,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["enterprise-search","hybrid-search-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 (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=enterprise-search","human":"/providers/elastic-serverless","compare":"/compare/meilisearch-cloud-vs-elastic-serverless"},{"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":0.28,"roles":["same_jtbd_runner"],"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":"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=hybrid-search-rag","human":"/providers/supabase-pgvector","compare":"/compare/meilisearch-cloud-vs-supabase-pgvector"},{"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":0.23,"roles":["same_jtbd_runner"],"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":"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=hybrid-search-rag","human":"/providers/qdrant","compare":"/compare/meilisearch-cloud-vs-qdrant"},{"id":"zilliz","slug":"zilliz","name":"Zilliz (Milvus)","tagline":"When you're truly at massive scale, Milvus/Zilliz earns its complexity. Don't start here for a chatbot MVP.","website":"https://zilliz.com","status":"active","overall":8.16,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.2,"roles":["same_jtbd_runner"],"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":"Managed Milvus (Zilliz Cloud); open-source Milvus for self-host; designed for large-scale ANN.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://zilliz.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=hybrid-search-rag","human":"/providers/zilliz","compare":"/compare/meilisearch-cloud-vs-zilliz"}],"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/meilisearch-cloud","machine":"/api/alternatives?provider=meilisearch-cloud","provider":"/api/providers/meilisearch-cloud","canonical":"/api/canonical"}}