langchain vs crawl4ai

Real adoption data from 350 days of tracking. Updated 2026-10-27.

⚡

Quick Take

crawl4ai is growing faster (+0.6% vs +0.3%)

Based on 350 days of tracking, crawl4ai shows stronger momentum with 0.6% weekly growth.

📊 Head to Head

Total Stars
⭐ 148.6k
⭐ 86.4k
Growth Rate
↑0.3%
↑0.6%
Stars Gained
+29.2k
+2.1k

📈 Star Growth Over Time

Based on 350 days of RepoPi snapshots

● langchain ● crawl4ai

🔍 At a Glance

langchain
crawl4ai
Language
Python
Python
Stars
148.6k
86.4k
Growth (350d)
+24.4%
+2.5%
Primary Topics
agents, ai, ai-agents
ai, ai-agents, crawler

Choose langchain when...

  • You work primarily in the Python ecosystem
  • You need agents, ai capabilities
  • You value a large, active community (148.6k+ stars)
  • You prefer a project with proven momentum (+24.4% tracked growth)
Full langchain analysis →

Choose crawl4ai when...

  • You work primarily in the Python ecosystem
  • You need ai, ai-agents capabilities
  • You value a large, active community (86.4k+ stars)
  • You prefer a project with proven momentum (+2.5% tracked growth)
Full crawl4ai analysis →