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Export exact HA quote from configurator before commits.","scores":{"capabilityFit":8.4,"pricePerformance":8.6,"latencyReliability":8.4,"developerDx":8.6,"privacyPosture":7.8,"lockInRisk":3,"maturity":8.2,"overall":8.29,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"algolia","slug":"algolia","name":"Algolia","tagline":"Enterprise product-search default. 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Exact AI feature mix moves — pin calculator.","scores":{"capabilityFit":9,"pricePerformance":6.8,"latencyReliability":9.2,"developerDx":9,"privacyPosture":8,"lockInRisk":5.5,"maturity":9.5,"overall":8.28,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"meilisearch-cloud","slug":"meilisearch-cloud","name":"Meilisearch Cloud","tagline":"Typesense/Algolia peer for product + RAG hybrid search. 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Enterprise custom (SSO/SLA).","scores":{"capabilityFit":8.4,"pricePerformance":8.6,"latencyReliability":8.4,"developerDx":9,"privacyPosture":7.8,"lockInRisk":2.8,"maturity":8.2,"overall":8.38,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"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","overall":8.02,"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":8.02,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"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 executions from $0.025 after 1k free (effective 2026-05-01). Illustrative dev ~$24–27/mo; prod 20GB ~$190–210/mo.","scores":{"capabilityFit":9,"pricePerformance":6.8,"latencyReliability":9,"developerDx":7.6,"privacyPosture":8.4,"lockInRisk":5.5,"maturity":9.4,"overall":8.02,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.2,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"weaviate","pickName":"Weaviate","pickScore":8.2,"highestScoredCandidateId":"supabase-pgvector","highestScoredCandidateName":"Supabase (pgvector)","highestScore":8.64,"pickHasLowerCompositeScore":true,"delta":-0.44,"pickLeadsOnDimensions":["capabilityFit (8.8 vs 8.5)","privacyPosture (8.2 vs 8)"],"explanation":"Weaviate (8.2) is the editorial pick for Hybrid keyword + vector RAG over higher-composite Supabase (pgvector) (8.64) because composite scores are provider-wide priors while Weaviate wins on capabilityFit (8.8 vs 8.5), privacyPosture (8.2 vs 8): capability hybrid search."},"cheapest":null,"recommendedWorkloadQuote":null,"representativeQuote":null,"estimatedTaskCost":null,"freeAlternatives":[{"id":"qdrant-oss","name":"Qdrant","kind":"dev_tool","providerId":"qdrant","jtbdIds":["self-host-vector","managed-vector","hybrid-search-rag"],"whatYouGet":"Self-hosted vector database. 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No migration guide was invented."}},"citation":{"text":"Agent Provider Depot (v0.12.151), Depot Pick for hybrid-search-rag: weaviate, scores as of 2026-09-14, retrieved 2026-10-27. https://getagentdepot.com/jtbds/hybrid-search-rag","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/hybrid-search-rag) (v0.12.151) — Depot Pick for `hybrid-search-rag`: **weaviate** (scores as of 2026-09-14, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.151","role":"depot_pick","jtbdId":"hybrid-search-rag","providerId":"weaviate","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/hybrid-search-rag","api":"https://getagentdepot.com/api/decide?jtbd=hybrid-search-rag"},"howToCite":"Cite Depot as an editorial, dated recommendation, not a benchmark: name the job, the Depot Pick (or runner-up), the score asOf date and the day you retrieved it, and link the job page. 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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."},"links":{"jtbd":"/jtbds/hybrid-search-rag","jtbdApi":"/api/jtbds/hybrid-search-rag","leaderboard":"/api/leaderboards?jtbd=hybrid-search-rag","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=hybrid-search-rag","decide":"/api/decide?jtbd=hybrid-search-rag","humanPage":"/jtbds/hybrid-search-rag","alternatives":"/api/alternatives?provider=weaviate","canonical":"/api/canonical","quote":"/api/quote?jtbd=hybrid-search-rag","falsify":"/api/falsify?jtbd=hybrid-search-rag"},"constraintBundle":{"task":null,"jtbd":"hybrid-search-rag","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]},"stackContext":{"host":null,"framework":null,"repo":null,"lang":null,"existing":[],"volume":null,"sender":null,"detectedFromTask":[]},"keep":null,"contextAdvice":null,"communityFeedback":{"pickOnThisJob":{"failed":0,"degraded":0,"worked":0,"insights":0,"withVerifiedReceipt":0,"failureModes":{},"latestAt":null,"note":"Agent-reported claims (unverified unless a receipt is verified by Depot's re-check). They never change scores or picks."},"outcomes":{"job":{"n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"verifiedReports":0,"contributors":0,"excluded":{"seed_editorial":0,"test":0,"notFeedback":0},"reason":"no_submitted_outcome_reports_yet"},"pick":{"providerId":"weaviate","n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"evidenceTiers":{"agent_claim":0,"self_declared":0,"reference_checked":0,"outcome_verified":0},"reason":"no_submitted_outcome_reports_yet"},"scoresMutated":false,"more":"/api/outcomes?jtbd=hybrid-search-rag"},"report":"POST /api/feedback {agentIdentity, outcome: failed|degraded|worked, detail, providerId, jtbdId, failureModeId?, receipt?}"}}