{"jtbd":{"id":"web-grounded-qa","slug":"web-grounded-qa","name":"Web-grounded Q&A with citations","shortName":"Web-grounded Q&A with citations","problemStatement":"Answers must reflect live web with citations without DIY search stack."},"pick":{"id":"perplexity","slug":"perplexity","name":"Perplexity","tagline":"Use when you want grounded answers without building search+cite yourself. For full agent stacks, prefer…","website":"https://www.perplexity.ai","overall":7.67,"scoreBand":{"low":7.1,"mid":7.7,"high":8.3,"halfWidth":0.6,"basis":"editorial_prior","display":"7.1–8.3 (editorial prior)"},"scoreLayers":{"editorialPrior":7.67,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (docs.perplexity.ai pricing): Sonar $1/$1 per 1M in/out; Sonar Pro $3/$15; Sonar Reasoning Pro $2/$8; Sonar Deep Research $2/$8 + citation $2/1M + search queries $5/1K + reasoning $3/1M. Request fees per 1K (low/med/high context): Sonar $5/$8/$12; Sonar Pro & Reasoning Pro $6/$10/$14. Pro Search (Sonar Pro) $14/$18/$22. Search API $5/1K requests. Agent tools: web_search $0.0025, fetch_url $0.0005, people/finance_search $0.005, sandbox $0.03/session. Embeddings pplx-embed-v1-0.6b $0.004/1M; 4b $0.03/1M. Consumer Pro ≠ API billing. Note: Sonar Chat Completions→Agent API migration; Sonar supported until 2026-09-27.","scores":{"capabilityFit":8.2,"pricePerformance":7.5,"latencyReliability":8,"developerDx":8,"privacyPosture":7,"lockInRisk":5.5,"maturity":8.5,"overall":7.67,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"exa","slug":"exa","name":"Exa","tagline":"Depot pick for research-style agent search. Pair with Firecrawl when you need full page content.","website":"https://exa.ai","overall":8.3,"scoreBand":{"low":7.7,"mid":8.3,"high":8.9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.7–8.9 (editorial prior)"},"scoreLayers":{"editorialPrior":8.3,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-10-19","pricingNotes":"Neural/embeddings-oriented web search API; usage-based; great for research agents.","scores":{"capabilityFit":9,"pricePerformance":8.2,"latencyReliability":8.4,"developerDx":9.2,"privacyPosture":7.5,"lockInRisk":4.5,"maturity":8,"overall":8.3,"kind":"curated_estimate","confidence":"high","asOf":"2026-10-19"}},{"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":8.29,"scoreBand":{"low":7.7,"mid":8.3,"high":8.9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.7–8.9 (editorial prior)"},"scoreLayers":{"editorialPrior":8.29,"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":8.29,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"openai","slug":"openai","name":"OpenAI","tagline":"Default when you want maximum capability and ecosystem glue. Multi-home critical paths behind OpenAI-compat…","website":"https://openai.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":"GPT-5.6 tiers (Sol/Terra/Luna) roughly $5/$30 to $1/$6 per 1M tokens; prompt caching with explicit breakpoints; batch discounts. Media (images/audio) billed separately.","scores":{"capabilityFit":9.6,"pricePerformance":6.2,"latencyReliability":8.8,"developerDx":9.5,"privacyPosture":7.8,"lockInRisk":7.2,"maturity":9.8,"overall":8.22,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"you-com","slug":"you-com","name":"You.com API","tagline":"Agent search peer with Answer/Research SKUs. Exa remains depot agent-search pick; You.com strong when ZDR +…","website":"https://you.com","overall":8.07,"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":8.07,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (you.com/pricing + docs): $100 free credit; free 100 Web Search queries/day without key. Web Search API $5.00/1k calls; Contents API $1.00/1k pages; Answer API $5.00/1k; Research API tiers from Lite→Exhaustive (docs show ~$12–$1,200/1k depending on depth). SOC2; ZDR available; x402/MPP machine payments supported.","scores":{"capabilityFit":8.4,"pricePerformance":7.8,"latencyReliability":8.2,"developerDx":8.8,"privacyPosture":8.4,"lockInRisk":3.8,"maturity":7.4,"overall":8.07,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.1,"mid":7.7,"high":8.3,"halfWidth":0.6,"basis":"editorial_prior","display":"7.1–8.3 (editorial prior)"},"scoreLayers":{"editorialPrior":7.67,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"perplexity","pickName":"Perplexity","pickScore":7.67,"highestScoredCandidateId":"exa","highestScoredCandidateName":"Exa","highestScore":8.3,"pickHasLowerCompositeScore":true,"delta":-0.63,"pickLeadsOnDimensions":["maturity (8.5 vs 8)"],"explanation":"Perplexity (7.67) is the editorial pick for Web-grounded Q&A with citations over higher-composite Exa (8.3) because composite scores are provider-wide priors while Perplexity wins on maturity (8.5 vs 8): capability groundedness + dx; lock-in medium."},"cheapest":{"providerId":"perplexity","providerName":"Perplexity","skuId":"pplx-embed-06b","item":"pplx-embed-v1-0.6b","plan":"pplx-embed-v1-0.6b — Standard embeddings","unit":"usd_per_million_tokens","amountUsd":0.004,"isFloorPrice":true,"floorWarning":"Provider-wide floor SKU; may not be the flagship model scored for this JTBD.","skuCountInUnit":4,"isDepotPick":true,"sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03","verifiedAsOf":"2026-10-27"},"recommendedWorkloadQuote":{"providerId":"perplexity","providerName":"Perplexity","skuId":"pplx-embed-06b","item":"pplx-embed-v1-0.6b","plan":"pplx-embed-v1-0.6b — Standard embeddings","unit":"usd_per_million_tokens","amountUsd":0.004,"outputSkuId":null,"outputItem":null,"outputAmountUsd":null,"outputUnit":null,"sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03","pricingLastVerifiedAt":"2026-10-27","isFlagshipForJob":false,"differsFromFloorCheapest":false,"representativeQuote":{"skuId":"pplx-embed-06b","item":"pplx-embed-v1-0.6b","plan":"pplx-embed-v1-0.6b — Standard embeddings","amountUsd":0.004,"inputOrUnitUsd":0.004,"unit":"usd_per_million_tokens","outputUsd":null,"outputUnit":null,"sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03"},"estimatedTaskCost":{"tasks":1000,"retryAndToolOverheadMultiplier":1.15,"retryToolOverheadMultiplier":1.15,"inputTokensPerTask":4000,"outputTokensPerTask":0,"baseCostPer1kTasksUsd":0.016,"totalUsd":0.0184,"estimatedTotalUsd":0.0184,"perTaskUsd":0.000018,"estimatedCostPerTaskUsd":0.000018,"formula":"((4,000 tokens * $0.004/1M) * 1,000 tasks) * 1.15 overhead","assumptions":"1,000 agent tasks @ 4k input + 1k output tokens/task with 1.15x retry/tool-call overhead."}},"representativeQuote":{"skuId":"pplx-embed-06b","item":"pplx-embed-v1-0.6b","plan":"pplx-embed-v1-0.6b — Standard embeddings","amountUsd":0.004,"inputOrUnitUsd":0.004,"unit":"usd_per_million_tokens","outputUsd":null,"outputUnit":null,"sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03"},"estimatedTaskCost":{"tasks":1000,"retryAndToolOverheadMultiplier":1.15,"retryToolOverheadMultiplier":1.15,"inputTokensPerTask":4000,"outputTokensPerTask":0,"baseCostPer1kTasksUsd":0.016,"totalUsd":0.0184,"estimatedTotalUsd":0.0184,"perTaskUsd":0.000018,"estimatedCostPerTaskUsd":0.000018,"formula":"((4,000 tokens * $0.004/1M) * 1,000 tasks) * 1.15 overhead","assumptions":"1,000 agent tasks @ 4k input + 1k output tokens/task with 1.15x retry/tool-call overhead."},"freeAlternatives":[{"id":"gemini-2.5-search-grounding-free","name":"Gemini 2.5 Flash Google Search grounding free requests","kind":"free_tool","providerId":"google-ai","jtbdIds":["web-grounded-qa","agent-search"],"whatYouGet":"Grounding with Google Search is free of charge up to 500 requests per day on Gemini 2.5 Flash, shared with Flash-Lite.","cost":"free","limits":{"requestsPerDay":500,"sharedWith":"gemini-2.5-flash and gemini-2.5-flash-lite"},"sourceUrl":"https://ai.google.dev/gemini-api/docs/pricing","notes":"Pricing page fetched twice 2026-10-24 (identical text; page footer 'Last updated 2026-10-22 UTC'): the gemini-2.5-flash free-tier Grounding with Google Search cell reads 'Free of charge, up to 500 RPD (limit shared with Flash-Lite RPD)' and the gemini-2.5-flash-lite cell reads 'Free of charge, up to 500 RPD (limit shared with Flash RPD)'. Not available for Pro on the free tier (gemini-2.5-pro cell 'Not available'). Gemini 3.x and newer tables mark Grounding with Google Search as Not available on the free tier, with a separate paid allowance of '5,000 free search requests per month (shared across all Gemini 3 and newer models), then $14 per 1,000 requests.' Those were not copied onto 2.5. Maps grounding also lists 500 RPD for 2.5 Flash and is not indexed as Search. Re-checked 2026-10-26 (v0.12.131): stored quotes still match. https://ai.google.dev/gemini-api/docs/pricing was each fetched twice (~10 s apart, plain curl, no login, following redirects): HTTP 200, no redirect, HTML differs only inside inline scripts, tag-stripped text identical; its footer now reads 'Last updated 2026-10-26 UTC'. Every quote above string-matched the whitespace-normalized text except the older footer stamp, which is a fetch-date stamp, not a row value; limits (500 RPD shared between 2.5 Flash and Flash-Lite) and other values unchanged (Depot data decision to re-date only, approvalRef 'Ethan delegation 2026-10-21 19:41 ET t55u', decidedBy Agent Depo).","license":null,"asOf":"2026-10-26","freeType":"free_tool","substitutable":true}],"referenceDocs":[],"falsification":{"jtbdId":"web-grounded-qa","jtbdName":"Web-grounded Q&A with citations","currentPickId":"perplexity","currentPickScore":7.67,"challengerId":"exa","challengerScore":8.3,"currentScoreGap":0.63,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.78,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Exa (exa) outperforms Perplexity (perplexity) by >= 0.78 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Perplexity's representative SKU for web-grounded-qa without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=perplexity) or sustained >= 30% degraded/failed rate in verified production outcomes."],"frozenHoldoutPolicy":{"holdoutSplit":"20% frozen benchmark holdout tasks + 80% live production outcome receipts","requireCountersignReceipt":true,"requiredEvidenceTiers":["outcome_verified","reference_checked"],"minDistinctContributors":2,"antiGamingRule":"Unverified self-reports and seed/editorial rows never mutate picks or scores."},"triggers":[{"kind":"verified_outcomes_outperformance","challengerId":"exa","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.78,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"perplexity","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"perplexity","immediateOverrideUrl":"/api/decide?jtbd=web-grounded-qa&exhausted=perplexity"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=web-grounded-qa","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"web-grounded-qa","providerId":"exa","outcome":"worked","detail":"Comparative production evaluation on web-grounded-qa (n>=10 tasks) with Countersign receipt.","confidence":"high","receipt":{"countersign":{"claim_id":"cs-00000000","status":"verified","evidence_tier":"outcome_verified","counts_as_verified":true}}}}},"whatWouldChangePick":["Exa (exa) outperforms Perplexity (perplexity) by >= 0.78 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Perplexity's representative SKU for web-grounded-qa without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=perplexity) or sustained >= 30% degraded/failed rate in verified production outcomes."],"routePlan":{"jtbdId":"web-grounded-qa","primary":{"providerId":"perplexity","name":"Perplexity","overall":7.67,"scoreBand":{"low":7.1,"mid":7.7,"high":8.3,"halfWidth":0.6,"basis":"editorial_prior","display":"7.1–8.3 (editorial prior)"},"scoreLayers":{"editorialPrior":7.67,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"primary","reason":"Editorial Depot Pick for Web-grounded Q&A with citations; 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lock-in medium.","whenNotTopPick":"Need full control of retrieval/ranking — compose Exa/Tavily + your LLM.","skipTopPick":false,"skipReason":null,"matchedConstraints":[],"pricingSummary":"As of 2026-09-14 (docs.perplexity.ai pricing): Sonar $1/$1 per 1M in/out; Sonar Pro $3/$15; Sonar Reasoning Pro $2/$8; Sonar Deep Research $2/$8 + citation $2/1M + search queries $5/1K + reasoning $3/1M. Request fees per 1K (low/med/high context): Sonar $5/$8/$12; Sonar Pro & Rea…","cite":"Depot Pick for web-grounded-qa: perplexity (asOf 2026-09-14). See GET /api/jtbds/web-grounded-qa + GET /api/methodology.","nextActions":[{"step":1,"title":"Inspect full JTBD + embeds","href":"/api/jtbds/web-grounded-qa?embed=providers","why":"Confirm pick, runners-up, and methodology notes."},{"step":2,"title":"Quote sourced SKUs","href":"/api/quote?jtbd=web-grounded-qa","why":"Depot Pick SKUs plus the cheapest sourced SKU whose unit matches this job. Does not change the pick. 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/perplexity","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=web-grounded-qa","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":"Need full control of retrieval/ranking — compose Exa/Tavily + your LLM.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"exa","name":"Exa","overallForJob":8.3,"pickOverallForJob":7.67,"beatsPickOn":["capabilityFit","pricePerformance","latencyReliability","developerDx","privacyPosture","lockInRisk"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":5.5,"runnerUpLockInRisk":4.5,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[],"migration":"Runner-up Exa has lower stored lock-in risk (4.5 vs 5.5, 0–10, higher = more lock-in).","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 (v0.12.147), Depot Pick for web-grounded-qa: perplexity, scores as of 2026-09-14, retrieved 2026-10-27. https://getagentdepot.com/jtbds/web-grounded-qa","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/web-grounded-qa) (v0.12.147) — Depot Pick for `web-grounded-qa`: **perplexity** (scores as of 2026-09-14, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.147","role":"depot_pick","jtbdId":"web-grounded-qa","providerId":"perplexity","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/web-grounded-qa","api":"https://getagentdepot.com/api/decide?jtbd=web-grounded-qa"},"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":4,"sourcesReachable":2,"pricingRows":5,"pricingRowsReconfirmed":4,"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":["2026-10-19","2026-09-14","2026-09-14","2026-09-14"],"contractAsOf":"2026-10-03","pricingShape":"sourced_rows","normalizedUsdPerMillionTokens":null,"normalizationStatus":"ambiguous","normalizationReason":"multiple_sourced_token_skus"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"ambiguous","normalizationReason":"multiple_sourced_token_skus","shape":"sourced_rows","filterable":false,"priceSortEligible":true,"priceSortKeyUsdPerMillionInputTokens":0.004,"rows":[{"id":"pplx-embed-06b","providerId":"perplexity","sku":"pplx-embed-v1-0.6b","unit":"usd_per_million_tokens","amountUsd":0.004,"currency":"USD","sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.004,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Standard embeddings. Price ($/1M tokens). Tool invocation fees on the same page were not converted."},{"id":"pplx-embed-4b","providerId":"perplexity","sku":"pplx-embed-v1-4b","unit":"usd_per_million_tokens","amountUsd":0.03,"currency":"USD","sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.03,"normalizationReason":null,"priceSortEligible":true,"qualifier":null},{"id":"pplx-embed-context-06b","providerId":"perplexity","sku":"pplx-embed-context-v1-0.6b","unit":"usd_per_million_tokens","amountUsd":0.008,"currency":"USD","sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.008,"normalizationReason":null,"priceSortEligible":true,"qualifier":"contextualized embeddings"},{"id":"pplx-embed-context-4b","providerId":"perplexity","sku":"pplx-embed-context-v1-4b","unit":"usd_per_million_tokens","amountUsd":0.05,"currency":"USD","sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.05,"normalizationReason":null,"priceSortEligible":true,"qualifier":null},{"id":"pplx-web-search-tool","providerId":"perplexity","sku":"web search tool search_type=web","unit":"usd_per_1k_calls","amountUsd":2.5,"currency":"USD","sourceUrl":"https://docs.perplexity.ai/docs/getting-started/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_1k_calls","priceSortEligible":false,"qualifier":"page also states $0.0025 per invocation"}],"notesExcerpt":"As of 2026-09-14 (docs.perplexity.ai pricing): Sonar $1/$1 per 1M in/out; Sonar Pro $3/$15; Sonar Reasoning Pro $2/$8; Sonar Deep Research $2/$8 + citation $2/1M + search queries $5/1K + reasoning $3/1M. 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