Introducing the Firecrawl Developer Index, built for supercharging coding agents. Read the announcement →
Measured performance
Published Firecrawl results, each with the dataset it was measured on and the date it was run. Follow a row to the run it comes from.
| Metric | Value | Dataset | Measured | Source |
|---|---|---|---|---|
| Coverage (success rate) | 96% | Scrape coverage and quality, 1,000 URLs | Jan 13, 2026 | Methodology |
| Extraction accuracy (F1) | 0.638 | Scrape coverage and quality, 1,000 URLs | Jan 13, 2026 | Methodology |
| Content recall | 0.639 | Scrape coverage and quality, 1,000 URLs | Jan 13, 2026 | Methodology |
| Latency (P95) | 3,387 ms | Scrape coverage and quality, 1,000 URLs | Jan 13, 2026 | Methodology |
Scrape coverage and quality scored against the public dataset firecrawl/scrape-content-dataset-v1, so the inputs are checkable. The harness is not published yet, so the run cannot be reproduced end to end.
Every benchmark Firecrawl runs is listed on /benchmarks.
Firecrawl vs. Tavily
Compare Firecrawl's full extraction pipeline with Tavily's summary-first search for AI agents and RAG.
Firecrawl vs. Exa
Compare Firecrawl's extraction-first approach with Exa's semantic search for AI agents and RAG pipelines.
Firecrawl vs. Apify
Compare Firecrawl's API-first simplicity with Apify's Actor marketplace for web scraping and data extraction.
Firecrawl vs Bright Data
Compare Firecrawl and Bright Data across data quality, pricing, and speed. See why developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs ScrapingBee
Compare Firecrawl and ScrapingBee for LLM-ready output, multi-page crawling, and unified API. See why developers choose Firecrawl.
Firecrawl vs Steel
Compare Firecrawl and Steel for web scraping, crawling, and data extraction. See why developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Browser Use
Compare Firecrawl and Browser Use for web scraping, crawling, and data extraction. See why developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Brave Search API
Compare Firecrawl and Brave Search API on extraction, pricing, and open source. See why developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Hyperbrowser
Compare Firecrawl and Hyperbrowser across data quality, pricing, and developer experience. See why developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Parallel
Compare Firecrawl and Parallel for clean data extraction, unified API design, and open-source flexibility. See why developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Scrapfly
Compare Firecrawl and Scrapfly for AI-ready data extraction, pricing, and developer experience. See why developers choose Firecrawl to power their AI pipelines.
Firecrawl vs Jina AI
Compare Firecrawl and Jina AI for web scraping, search, and browser automation. See why 1.25M+ developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Zyte
Compare Firecrawl and Zyte for data quality, pricing simplicity, and AI-ready output. See why 1.25M+ developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Browserbase
Compare Firecrawl and Browserbase for web scraping and data extraction. See why developers choose Firecrawl for AI-ready data without managing browser sessions.
Firecrawl vs Crawl4AI
Compare Firecrawl and Crawl4AI for AI web scraping. See why 1.25M+ developers choose Firecrawl's managed API over self-hosting a Python crawler library.
Firecrawl vs Scrape.do
Compare Firecrawl and Scrape.do across data quality, AI readiness, and developer experience. See why 1.25M+ developers choose Firecrawl over basic scraping proxies.
Firecrawl vs ScrapeGraphAI
Compare Firecrawl and ScrapeGraphAI across pricing, capabilities, and scale. See why 1.25M+ developers choose Firecrawl for AI-powered web scraping.
Firecrawl vs ScraperAPI
Compare Firecrawl and ScraperAPI for output quality, pricing predictability, and API simplicity. See why 1.25M+ developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Context.dev
Compare Firecrawl and Context.dev across web scraping depth, open-source flexibility, and browser interaction. See why 1.25M+ developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs TinyFish
Compare Firecrawl and TinyFish on crawl and batch scale, an open source AGPL-3.0 platform, nine SDKs and native MCP support, and retries that keep blocked pages in the corpus. See why 1.25M+ developers choose Firecrawl to power their AI agents and apps.
Firecrawl vs Context7
Compare Firecrawl and Context7 on developer retrieval. Firecrawl Developer Index leads the open DevDex benchmark at 63.1% Recall@10 vs Context7's 16.8%, covering docs, READMEs, issues, and merged PRs.