Firecrawl vs Langfuse
Side-by-side comparison built from DeepYard's structured catalog. Content updated Aug 21, 2026.
Direct Answer
Firecrawl suits teams needing freemium free tier, web scraping focus, and 170,656 GitHub stars in current listing data. Langfuse suits teams needing freemium free tier, observability focus, and 33,539 GitHub stars in current listing data. This summary reflects catalog metadata only for decision support, not independent testing.
What this comparison weighs
- Pricing and free-tier availability
- License model and deployment fit
- GitHub adoption and contributor depth
- Catalog tags, integrations, and supported workflows
| Metric | Firecrawl | Langfuse |
|---|---|---|
| GitHub Stars | 170.7K | 33.5K |
| Contributors | 162 | 196 |
| Last Commit | Aug 22, 2026 | Aug 22, 2026 |
| Open Issues | 546 | 811 |
| License | open-source | open-source |
| Pricing | freemium | freemium |
| Free Tier | Yes | Yes |
| Category | dev-tools | dev-tools |
| Trending | No | No |
Choose Firecrawl if you need
- • Firecrawl stands out for Web Scraping workflows that are not listed for Langfuse.
- • Firecrawl is the stronger pick when Crewai matters because that capability is listed only on its profile.
- • Firecrawl shows broader GitHub adoption with 170,656 stars versus 33,539 for Langfuse.
Choose Langfuse if you need
- • Langfuse stands out for Observability workflows that are not listed for Firecrawl.
- • Langfuse is the stronger pick when Openai matters because that capability is listed only on its profile.
- • Langfuse has a larger visible contributor base (196 vs 162).
Meaningful differences
- • Workflow emphasis: Firecrawl highlights Web Scraping, while Langfuse highlights Observability.
- • GitHub adoption: Firecrawl shows 170,656 stars versus 33,539 for Langfuse.
- • Contributor count: Firecrawl lists 162 contributors and Langfuse lists 196.
Shared capabilities
- • Open Source
- • Langchain
- • Llamaindex
Shared Tags
Only in Firecrawl
Only in Langfuse
Limitations and evidence
- • DeepYard compares structured public metadata; this is not an independent benchmark unless a test record is shown.
- • Signals such as stars, contributors, and last commit indicate public activity, not purchase fit or runtime quality.
- • Pricing and feature coverage reflect the stored listing snapshot and may lag vendor changes between refreshes.
Source links
About Firecrawl
Firecrawl is a web scraping API that turns entire websites into clean, LLM-ready markdown or structured data. Handles JavaScript rendering, anti-bot bypassing, sitemaps, and recursive crawling. Provides scrape (single URL), crawl (entire site), map (discover URLs), and extract (structured data) endpoints. Essential infrastructure for RAG pipelines and AI agents that need web data.
View full listingAbout Langfuse
Langfuse is an open-source LLM engineering platform providing observability, analytics, and prompt management. Features distributed tracing for complex agent chains, evaluation scoring, prompt versioning and A/B testing, dataset management, and cost tracking. Integrates with LangChain, LlamaIndex, OpenAI SDK, and any LLM framework via OpenTelemetry.
View full listing