{"id":"parallel","slug":"parallel","name":"Parallel","website":"https://parallel.ai","tagline":"Strong Exa peer for agent search; wins when you need Task/deep-research in one bill. Exa remains Depot…","description":"Strong Exa peer for agent search; wins when you need Task/deep-research in one bill. Exa remains Depot agent-search default (neural search gravity). Strengths: Purpose-built agent web APIs (Search/Extract/Task/Monitor) with a full public matrix; Task API for deep research without stitching Exa+Firecrawl+LLM; Cheap turbo search at $0.001/request.","categoryIds":["cat-search-scrape"],"jtbdIds":["agent-search","search-augmented-llm","web-grounded-qa","people-enrichment","deep-research-agents"],"regions":["global","us"],"pricingNotes":"As of 2026-09-14 (docs.parallel.ai/getting-started/pricing): Search turbo/fast $1 / 1k requests (10 results); basic/advanced $5 / 1k; extra results $1 / 1k. Extract $1 / 1k URLs. Task processors $5–$2,400 / 1k successful runs (lite→ultra8x). Responses $10/$50/$250 per 1k by reasoning effort. Entity Search $5 / 1k (100 results). New orgs: $5 monthly credits (~5k turbo searches).","strengths":["Purpose-built agent web APIs (Search/Extract/Task/Monitor) with a full public matrix","Task API for deep research without stitching Exa+Firecrawl+LLM","Cheap turbo search at $0.001/request"],"weaknesses":["Ultra Task processors are expensive vs rolling your own","Younger than Exa/Tavily/Serper","Not a SERP-replica (keyword SEO tools still want Serper)"],"tags":["search","extract","deep-research","agents","web"],"scores":{"capabilityFit":8.8,"pricePerformance":8.4,"latencyReliability":8,"developerDx":8.8,"privacyPosture":7.4,"lockInRisk":4.2,"maturity":7.2,"overall":8.1,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14","sources":["Parallel API pricing: https://docs.parallel.ai/getting-started/pricing","Parallel: https://parallel.ai"],"notes":"Strong Exa peer for agent search; wins when you need Task/deep-research in one bill. Exa remains Depot agent-search default (neural search gravity)."},"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":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14 (docs.parallel.ai/getting-started/pricing): Search turbo/fast $1 / 1k requests (10 results); basic/advanced $5 / 1k; extra results $1 / 1k. Extract $1 / 1k URLs. Task processors $5–$2,400 / 1k successful runs (lite→ultra8x). Responses $10/$50/$250 per 1k by reaso…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://parallel.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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."}}