{"id":"firecrawl","slug":"firecrawl","name":"Firecrawl","website":"https://www.firecrawl.dev","tagline":"Depot pick for turning the web into LLM context. Browserbase when you need to *act*, Firecrawl when you need…","description":"Depot pick for turning the web into LLM context. Browserbase when you need to *act*, Firecrawl when you need to *read*. Strengths: LLM-ready output (markdown/structured); Excellent agent/MCP integrations; Search + extract in one vendor.","categoryIds":["cat-search-scrape"],"jtbdIds":["web-scrape","llm-ready-extract","search-augmented-llm","web-agent"],"regions":["global"],"pricingNotes":"Crawl/scrape to clean markdown/JSON for LLMs; API credits; agent/sandbox features expanding.","strengths":["LLM-ready output (markdown/structured)","Excellent agent/MCP integrations","Search + extract in one vendor"],"weaknesses":["Cost vs raw scrape APIs at huge volume","Less interactive than full browser clouds","Newer than classic scrape vendors"],"tags":["scrape","crawl","markdown","llm","mcp"],"scores":{"capabilityFit":9,"pricePerformance":8,"latencyReliability":8.4,"developerDx":9.4,"privacyPosture":7.2,"lockInRisk":4.5,"maturity":7.8,"overall":8.25,"kind":"curated_estimate","confidence":"high","asOf":"2026-10-19","sources":["Firecrawl: https://www.firecrawl.dev"],"notes":"Depot pick for turning the web into LLM context. Browserbase when you need to *act*, Firecrawl when you need to *read*."},"lastReviewed":"2026-10-19","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":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"firecrawl-hobby-extra-credits","providerId":"firecrawl","sku":"Hobby extra credits","unit":"usd_per_1k_credits","amountUsd":5,"currency":"USD","sourceUrl":"https://www.firecrawl.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_1k_credits","priceSortEligible":false,"qualifier":"1,000 extra credits per $5. Not divided into a per-page price. Effective September 4, 2026."},{"id":"firecrawl-standard-extra-credits","providerId":"firecrawl","sku":"Standard extra credits","unit":"usd_per_2k_credits","amountUsd":5,"currency":"USD","sourceUrl":"https://www.firecrawl.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_2k_credits","priceSortEligible":false,"qualifier":"2,000 extra credits per $5. Not divided."},{"id":"firecrawl-growth-extra-credits","providerId":"firecrawl","sku":"Growth extra credits","unit":"usd_per_2500_credits","amountUsd":5,"currency":"USD","sourceUrl":"https://www.firecrawl.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_2500_credits","priceSortEligible":false,"qualifier":"2,500 extra credits per $5. Not divided."},{"id":"firecrawl-scale-extra-credits","providerId":"firecrawl","sku":"Scale extra credits","unit":"usd_per_5k_credits","amountUsd":5,"currency":"USD","sourceUrl":"https://www.firecrawl.dev/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_5k_credits","priceSortEligible":false,"qualifier":"5,000 extra credits per $5. Not divided. Scale plan is also $599/month billed yearly and was not mixed into this pack."}],"notesExcerpt":"Crawl/scrape to clean markdown/JSON for LLMs; API credits; agent/sandbox features expanding.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://www.firecrawl.dev","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."}}