{"jtbd":{"id":"enterprise-search","slug":"enterprise-search","name":"Enterprise web search API","shortName":"Enterprise web search API","problemStatement":"Official search API under enterprise cloud terms."},"pick":{"id":"brave-search","slug":"brave-search","name":"Brave Search API","tagline":"Best privacy-forward search API with an independent index. Strong complement to Tavily/Exa.","website":"https://brave.com/search/api/","overall":8.41,"scoreBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"scoreLayers":{"editorialPrior":8.41,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Independent index search API; plan-based request quotas; privacy-oriented positioning.","scores":{"capabilityFit":8.2,"pricePerformance":8.5,"latencyReliability":8.6,"developerDx":8.2,"privacyPosture":9.2,"lockInRisk":3.5,"maturity":8.5,"overall":8.41,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"tavily","slug":"tavily","name":"Tavily","tagline":"Depot co-default for agent web search with Exa. Pick Tavily for classic SERP-like agent search.","website":"https://tavily.com","overall":8.04,"scoreBand":{"low":7.4,"mid":8,"high":8.6,"halfWidth":0.6,"basis":"editorial_prior","display":"7.4–8.6 (editorial prior)"},"scoreLayers":{"editorialPrior":8.04,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"Search API built for AI agents; credit-based; returns clean results for RAG.","scores":{"capabilityFit":8.8,"pricePerformance":8.5,"latencyReliability":8.4,"developerDx":9.2,"privacyPosture":7.5,"lockInRisk":4.5,"maturity":7.8,"overall":8.04,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"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","overall":8.15,"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":8.15,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"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.","scores":{"capabilityFit":9,"pricePerformance":6.8,"latencyReliability":9.2,"developerDx":9,"privacyPosture":8,"lockInRisk":5.5,"maturity":9.5,"overall":8.15,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"typesense-cloud","slug":"typesense-cloud","name":"Typesense Cloud","tagline":"Hybrid search peer when you want Algolia-like DX without per-request fees. Sample $0.03/hr floor pinned…","website":"https://cloud.typesense.org","overall":8.15,"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":8.15,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: Hourly hardware clusters via cloud.typesense.org calculator (no per-search fees). Sample entry SKU ~0.5 GB RAM / 2 burst vCPU ≈ **$0.03/hr** (~$21.60/720h-mo); HA multi-node and higher RAM multiply. Bandwidth ~$0.09–$0.12/GB class on secondary trackers; 10 GB free on eligible accounts. OSS self-host free. 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":8.15,"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. Prefer Typesense when hourly HA clusters are clearer…","website":"https://www.meilisearch.com","overall":8.22,"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":8.22,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"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. 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":8.22,"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":8.05,"scoreBand":{"low":7.5,"mid":8.1,"high":8.7,"halfWidth":0.6,"basis":"editorial_prior","display":"7.5–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.05,"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":8.05,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"scoreLayers":{"editorialPrior":8.41,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"brave-search","pickName":"Brave Search API","pickScore":8.41,"highestScoredCandidateId":"brave-search","highestScoredCandidateName":"Brave Search API","highestScore":8.41,"pickHasLowerCompositeScore":false,"delta":0,"pickLeadsOnDimensions":[],"explanation":"Brave Search API (8.41) holds both the highest composite score among ranked candidates and the editorial pick for Enterprise web search API: Editorial replacement 2026-10-21: Microsoft retired the Bing Search APIs on 2025-08-11 (https://learn.microsoft.com/en-us/lifecycle/announcements/bing-search-api-retirement), so the former pick bing-search (8.06 for this job) was replaced by the highest-scoring live runner-up, Brave Search (8.41 for this job; pricing and status re-checked 2026-10-21). No score changed. Brave: own independent index, plan/credit-based API."},"cheapest":{"providerId":"brave-search","providerName":"Brave Search API","skuId":"brave-search-api-search","item":"Search API","plan":"Search API — $5 per 1,000 requests","unit":"usd_per_1k_searches","amountUsd":5,"isFloorPrice":false,"floorWarning":null,"skuCountInUnit":1,"isDepotPick":true,"sourceUrl":"https://brave.com/search/api/","asOf":"2026-10-19","verifiedAsOf":"2026-10-27"},"recommendedWorkloadQuote":{"providerId":"brave-search","providerName":"Brave Search API","skuId":"brave-search-api-search","item":"Search API","plan":"Search API — $5 per 1,000 requests","unit":"usd_per_1k_searches","amountUsd":5,"outputSkuId":null,"outputItem":null,"outputAmountUsd":null,"outputUnit":null,"sourceUrl":"https://brave.com/search/api/","asOf":"2026-10-19","pricingLastVerifiedAt":"2026-10-27","isFlagshipForJob":true,"differsFromFloorCheapest":false,"representativeQuote":{"skuId":"brave-search-api-search","item":"Search API","plan":"Search 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requests","amountUsd":5,"inputOrUnitUsd":5,"unit":"usd_per_1k_searches","outputUsd":null,"outputUnit":null,"sourceUrl":"https://brave.com/search/api/","asOf":"2026-10-19"},"estimatedTaskCost":{"tasks":1000,"retryAndToolOverheadMultiplier":1.15,"retryToolOverheadMultiplier":1.15,"unitsPerTask":1,"baseCostPer1kTasksUsd":5,"totalUsd":5.75,"estimatedTotalUsd":5.75,"perTaskUsd":0.00575,"estimatedCostPerTaskUsd":0.00575,"formula":"(1,000 calls @ $5/1k_searches) * 1.15 overhead","assumptions":"1,000 tasks @ 1 request/task with 1.15x retry/tool-call overhead."},"freeAlternatives":[],"referenceDocs":[],"falsification":{"jtbdId":"enterprise-search","jtbdName":"Enterprise web search API","currentPickId":"brave-search","currentPickScore":8.41,"challengerId":"tavily","challengerScore":8.04,"currentScoreGap":0.37,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.52,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Tavily (tavily) outperforms Brave Search API 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API."},{"providerId":"meilisearch-cloud","name":"Meilisearch Cloud","overall":8.22,"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":8.22,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Enterprise web search API."},{"providerId":"elastic-serverless","name":"Elasticsearch Serverless","overall":8.05,"scoreBand":{"low":7.5,"mid":8.1,"high":8.7,"halfWidth":0.6,"basis":"editorial_prior","display":"7.5–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.05,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Enterprise web search API."}],"disqualified":[],"expectedRegret":{"scoreDeltaVsUnconstrainedPick":0,"unconstrainedPickId":"brave-search","activePrimaryId":"brave-search","summary":"0.00 score regret: unconstrained editorial pick satisfies all caller constraints."},"evidenceAgeDays":{"editorialScoreAgeDays":43,"pricingVerifiedAgeDays":0,"editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27"},"confidenceBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"constraintsApplied":false,"constraintBundle":{"task":null,"jtbd":"enterprise-search","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]}},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","tie":false,"scoreGap":0.37,"decidingFactor":null,"tieNote":null,"rationale":"Editorial replacement 2026-10-21: Microsoft retired the Bing Search APIs on 2025-08-11 (https://learn.microsoft.com/en-us/lifecycle/announcements/bing-search-api-retirement), so the former pick bing-search (8.06 for this job) was replaced by the highest-scoring live runner-up, Brave Search (8.41 for this job; pricing and status re-checked 2026-10-21). 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Does not blend input and output or borrow a chat rate for a non-chat job."},{"step":3,"title":"Open provider detail","href":"/api/providers/brave-search","why":"Scores, pricingNotes, strengths/weaknesses, communitySignals (claims only)."},{"step":4,"title":"Cite methodology","href":"/api/methodology","why":"Required when publishing a Depot Pick citation."},{"step":5,"title":"Grab badge SVG","href":"/api/badge?type=depot-pick&jtbd=enterprise-search","why":"Embed in README / agent passport."},{"step":6,"title":"Post production insight","method":"POST","href":"/api/insights","why":"Unverified until curated; never auto-mutates official scores."}],"honesty":["Do not invent scores or benches.","Insights are claims until curated/reviewed; they never silently mutate official scores.","lockInRisk higher = more lock-in (worse).","normalizedUsdPerMillionTokens is set only for a single sourced token row. Otherwise null, with a machine-readable reason. Do not coerce GPU, minute, or per-1k search units.","Runners-up are not Depot Picks.","Depot overall is editorial_weighted, not Arena Elo and not an Artificial Analysis index."],"asOf":"2026-09-14","depth":{"whenNotToUse":{"text":"Indie DX priority — Tavily/Exa.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"tavily","name":"Tavily","overallForJob":8.04,"pickOverallForJob":8.41,"beatsPickOn":["capabilityFit","developerDx"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":3.5,"runnerUpLockInRisk":4.5,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[],"migration":"The pick has lower stored lock-in risk than runner-up Tavily (3.5 vs 4.5).","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"citation":{"text":"Agent Provider Depot (v0.12.152), Depot Pick for enterprise-search: brave-search, scores as of 2026-09-14, retrieved 2026-10-27. https://getagentdepot.com/jtbds/enterprise-search","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/enterprise-search) (v0.12.152) — Depot Pick for `enterprise-search`: **brave-search** (scores as of 2026-09-14, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.152","role":"depot_pick","jtbdId":"enterprise-search","providerId":"brave-search","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/enterprise-search","api":"https://getagentdepot.com/api/decide?jtbd=enterprise-search"},"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. Format: “Agent Provider Depot (v{version}), Depot Pick for {jobId}: {providerId}, scores as of {scoreAsOf}, retrieved {retrievedOn}. {baseUrl}/jtbds/{jobId}”. Quote prices only with their own sourceUrl and asOf. If the pick's score is stale (freshness.pick.score.stale), say so."},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":1,"sourcesReachable":1,"pricingRows":1,"pricingRowsReconfirmed":1,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}},"scoreAsOf":"2026-09-14","editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27","pickLastReviewed":"2026-09-14","runnersUpScoreAsOf":["2026-09-14","2026-09-14","2026-09-14","2026-09-14","2026-09-14"],"contractAsOf":"2026-10-03","pricingShape":"sourced_rows","normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"brave-search-api-search","providerId":"brave-search","sku":"Search API","unit":"usd_per_1k_searches","amountUsd":5,"currency":"USD","sourceUrl":"https://brave.com/search/api/","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_1k_searches","priceSortEligible":false,"qualifier":"$5 per 1,000 requests. Includes $5 in free credits every month (not netted). Answers plan ($4/1k + tokens) not stored here."}],"notesExcerpt":"Independent index search API; plan-based request quotas; privacy-oriented positioning.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://brave.com/search/api/","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."},"links":{"jtbd":"/jtbds/enterprise-search","jtbdApi":"/api/jtbds/enterprise-search","leaderboard":"/api/leaderboards?jtbd=enterprise-search","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=enterprise-search","decide":"/api/decide?jtbd=enterprise-search","humanPage":"/jtbds/enterprise-search","alternatives":"/api/alternatives?provider=brave-search","canonical":"/api/canonical","quote":"/api/quote?jtbd=enterprise-search","falsify":"/api/falsify?jtbd=enterprise-search"},"constraintBundle":{"task":null,"jtbd":"enterprise-search","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":"brave-search","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=enterprise-search"},"report":"POST /api/feedback {agentIdentity, outcome: failed|degraded|worked, detail, providerId, jtbdId, failureModeId?, receipt?}"}}