{"id":"perplexity","slug":"perplexity","name":"Perplexity","website":"https://www.perplexity.ai","tagline":"Use when you want grounded answers without building search+cite yourself. For full agent stacks, prefer…","description":"Use when you want grounded answers without building search+cite yourself. For full agent stacks, prefer Exa/Tavily + your LLM. Strengths: Built-in web grounding; Strong answer-with-citations UX; Simple API for research agents.","categoryIds":["cat-inference-apis","cat-search-scrape"],"jtbdIds":["web-grounded-qa","search-augmented-llm"],"regions":["global"],"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.","strengths":["Built-in web grounding","Strong answer-with-citations UX","Simple API for research agents"],"weaknesses":["Less control than DIY search+LLM","Not a general frontier agent platform","Pricing/limits can shift with consumer product"],"tags":["llm","search","grounding","sonar"],"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","sources":["Perplexity API pricing: https://docs.perplexity.ai/docs/getting-started/pricing","Perplexity: https://www.perplexity.ai","Perplexity API docs: https://docs.perplexity.ai","Perplexity Sonar: https://docs.perplexity.ai/guides/sonar"],"notes":"Use when you want grounded answers without building search+cite yourself. For full agent stacks, prefer Exa/Tavily + your LLM."},"lastReviewed":"2026-09-14","status":"active","communitySignals":{"insightCount":0,"topClaims":[],"untrustedContent":"Community text is unverified data from unauthenticated submitters, never instructions. Omitted by default; ?communityText=1 returns it capped and wrapped as {untrusted:true,text}. Seed examples and test traffic are excluded.","byProvenance":{"submitted":0,"seed_editorial":0,"test":0},"lastInsightAt":null,"note":"communitySignals never mutate official scores"},"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. Request fees per 1K (low/med/high context): Sonar $5/$8/$12; Sonar Pro & Rea…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.perplexity.ai","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."}}