FirecrawlvsLiteLLM

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Firecrawl

Data & ETL

Turn websites into LLM-ready markdown or structured data

Full review →Website ↗

LiteLLM

LLM APIs & Inference

Unified API proxy for 100+ LLM providers — one interface, any model

Full review →Website ↗
FeatureFirecrawlLiteLLM
CategoryData & ETLLLM APIs & Inference
PricingFree (open-source) + CloudFree (open-source), hosted proxy available
GitHub Stars
✓ More stars
20k
16k
PlatformsLinux, macOS, Docker, WebLinux, macOS, Docker
Key Features
  • ✓ Web scraping
  • ✓ Markdown conversion
  • ✓ Crawling
  • ✓ JavaScript rendering
  • ✓ API
  • ✓ Unified API for 100+ LLM providers
  • ✓ Load balancing across multiple API keys/providers
  • ✓ Automatic fallbacks when providers fail
  • ✓ Spend tracking and budget alerts per team/project
  • ✓ Rate limiting and retry logic built-in
  • ✓ OpenAI SDK compatible — zero code changes
  • ✓ Self-hostable proxy server
  • ✓ Supports streaming, function calling, vision
Pros
  • + LLM-optimized output
  • + Handles JavaScript sites
  • + Clean markdown conversion
  • + API + self-hosted options
  • + Fast crawling
  • + One API for 100+ providers
  • + Built-in load balancing and fallbacks
  • + Spend tracking and rate limiting
  • + OpenAI SDK compatible
Cons
  • − Cloud pricing per page
  • − Self-hosted needs resources
  • − Some sites block crawlers
  • − Rate limiting on free tier
  • − Adds a proxy layer (slight latency)
  • − Complex config for advanced features
Tags
scrapingwebmarkdownopen-source
api-gatewaymulti-providerproxyopen-source

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