Honest comparison
Pry vs Firecrawl
Firecrawl is a polished open-source scraper with a hosted SaaS platform — turnkey markdown, anti-bot and managed proxies behind a subscription.
Firecrawl set the bar for clean, LLM-ready scraping with a smooth hosted product. Pry takes the self-hosted path further — no subscription lock-in, deeper stealth controls, and a crypto-native billing layer that lets you monetize rather than just pay.
the short version
Firecrawl is the best-in-class managed SaaS — if you're happy paying a subscription. Pry matches its scraping power self-hosted, free forever, and adds the one thing Firecrawl can't: x402 pay-per-call revenue on your own API.
| Capability | pry | Firecrawl |
|---|---|---|
| Self-hosted | ✓ MIT core, docker compose up | ✓ open source self-host |
| Stealth engine | Camoufox + TLS fingerprint + 6 JS scripts | managed anti-bot + proxies |
| Cloudflare bypass | 10-tier auto-fallback | built-in |
| MCP transportpry | stdio + HTTP + SSE | stdio + HTTP |
| x402 crypto paymentspry | pay-per-call, no KYC | not available |
| Pricingpry | free + pay-per-call | free tier → SaaS subscription |
| Markdown quality | clean, sanitized, LLM-ready | clean, LLM-ready |
| Vision / OCR / CAPTCHApry | vision AI + OCR + 6 CAPTCHA providers | vision + some parsing |
| Best for | self-host + crypto monetization | turnkey hosted SaaS |
Where Pry wins
- Free forever to self-host — no subscription, no usage caps on your own hardware.
- x402 pay-per-call: monetize your API in crypto with zero Stripe, zero KYC.
- MCP over stdio, HTTP and SSE plus a GPT Action manifest.
- Broader toolchain in one box: vision AI, OCR, CAPTCHA solving, monitors, pipelines.
- Full control over data and infrastructure — nothing leaves your network.
Where Firecrawl wins
- A polished managed platform — sign up and go, no ops.
- Mature brand, documentation and enterprise trust.
- Managed residential proxies and anti-bot maintenance included in paid plans.
The verdict
If you want zero-ops hosted scraping and don't mind a subscription, Firecrawl is the safe, polished choice. If you want the same capability self-hosted for free — with deeper stealth controls and the ability to charge your own customers per call in crypto — Pry is the better bet. Choose Firecrawl to buy a service; choose Pry to own the stack and monetize it.