Firecrawl vs Bright Data: Which Web Scraping Platform Should You Use?
Last verified: July 26, 2026
Independent review. If you buy through links on this page we may earn a commission, at no extra cost to you. It never changes our scores — how we test.
Turns any website into clean, LLM-ready data through a single API call
ToolsGavel verdict
Firecrawl and Bright Data solve different problems for people pulling data off the web. Firecrawl is the faster, cheaper route to LLM-ready page content for an AI agent or RAG pipeline, with a real free tier and open-source code you can self-host. Bright Data is the proxy and data-infrastructure heavyweight for teams scraping at serious volume or fighting the toughest anti-bot defenses, priced for the infrastructure behind it. Pick Firecrawl to ship an AI product fast; pick Bright Data when scale and reliability against hard targets matter more than cost.
| Criterion | Bright Data | Firecrawl |
|---|---|---|
| Starting price | No permanent free tier; residential proxies list at $8/GB pay-as-you-go (promo pricing often runs ~$4/GB); committed plans from $499/mo | Free plan forever, 1,000 credits/mo, no card required; paid plans from $16/mo (Hobby, 5,000 credits) |
| Core use case | Proxy network, unblocking APIs and pre-built datasets for large-scale web data collection | API that turns any page into clean markdown or JSON for LLMs, agents and RAG pipelines |
| Toughest anti-bot targets | Web Unlocker plus one of the industry's largest proxy pools, built for sites that fight back hardest | Handles JS rendering and common blocks through its own proxy layer, with no separate proxy product to fall back on |
| Output built for AI | Structured datasets exist, but nothing purpose-built for LLM context windows | Markdown/JSON output tuned for LLMs; the company claims roughly 93% fewer tokens than raw HTML |
| Open source / self-hosting | Closed, proprietary platform | Core engine is open source under AGPL, 150,000+ GitHub stars, self-hosting available |
| Best fit | Enterprise data teams needing proxy scale and control over the hardest targets | Developers and startups shipping AI agents or RAG systems who need web data fast |
What each one really costs
| Audited pricing | Bright Data | Firecrawl |
|---|---|---|
| Advertised price | Free trials / samples | Free / $19/mo |
| Real monthly cost, billed annually | No flat rate published | No flat rate published |
| Real monthly cost, month-to-month | Not published | Not published |
| Month-to-month premium | — | — |
| The billing catch | No permanent free plan exists — ongoing use is metered pay-as-you-go, at about $8/GB for residential proxies before volume discounts. | — |
| Price last verified | 2026-07-13 | — |
Audited against live vendor pricing pages — full dataset in the Pricing Gap Index and the true-cost calculator.
The short answer
Firecrawl and Bright Data both pull data off the web, but they were built for different jobs. Firecrawl is a developer API that turns a URL into clean markdown or JSON, purpose-built for feeding AI agents, RAG pipelines and LLMs with page content. Bright Data is a proxy and web-data infrastructure company: residential and datacenter IPs, a Web Unlocker for hard anti-bot targets, and pre-built datasets, priced by the gigabyte for teams that need serious scraping scale.
If you’re building an AI product and need web pages turned into LLM-ready text without standing up your own scraping stack, Firecrawl gets you there on a free plan in an afternoon. If you’re scraping at enterprise volume, need city-level geo-targeting, or you keep hitting sites engineered to block scrapers, Bright Data’s proxy network and unlocking tech is the tool built for that fight.
Where each pulls ahead
Firecrawl wins on cost of entry and AI-native output. The free plan covers 1,000 credits a month with no card required, paid plans start at $16/mo, and every scrape comes back as markdown or structured JSON stripped of navigation and ads, which the company says cuts input tokens by roughly 93% versus raw HTML. The core crawler is open source under AGPL with over 150,000 GitHub stars, backed by Y Combinator and a $14.5M Series A, so teams that would rather self-host than pay by the credit can do that too. What Firecrawl doesn’t have is a dedicated proxy product: it runs its own proxy and rendering layer behind the API, but there’s no separate residential-IP network to fall back on when a target gets aggressive.
Bright Data wins on scale and on the hardest targets. Its residential network runs into the hundreds of millions of IPs, city-level targeting is standard, and the Web Unlocker targets sites layered with Cloudflare, Akamai or PerimeterX-style defenses. That reliability costs money: residential proxies list at $8/GB pay-as-you-go (frequently discounted to around $4/GB), dropping to roughly $2.50-$3.50/GB on committed monthly plans starting at $499. There’s no permanent free tier, only trials, and the dashboard assumes you already know what an ASN is.
Pricing at a glance
For a small AI project pulling a few thousand pages a month, Firecrawl’s free or $16 Hobby plan is close to free. Running that same job through Bright Data means metering gigabytes of proxy bandwidth instead of pages, a different unit entirely and usually the worse deal for lightweight, LLM-context use cases. For a data team pulling tens of gigabytes a day from sites built to block scrapers, the math flips: Bright Data’s committed per-GB pricing and unlocking tech earn their keep the moment Firecrawl’s own proxy layer starts getting blocked.
Our recommendation
Choose Firecrawl if you’re a developer or startup wiring web data into an AI agent, chatbot or RAG system and want clean, LLM-ready output fast without managing scraping infrastructure yourself. The free tier and the open-source option make it close to zero-risk to try.
Choose Bright Data if reliable data at large scale is core to your business, you’re up against sites engineered to resist scrapers, or you need proxy infrastructure beyond what a scraping API provides. It costs more and takes longer to learn, but it’s built for exactly that fight. Full pricing detail for Bright Data is in our Bright Data review.