langchain vs smolagents
langchain ranks higher on The Agentic Leaderboard (#11, score 86.3) compared to smolagents(#19, score 85.7). Both are open-source AI agents.
| Metric | langchain | smolagents |
|---|---|---|
| Rank | #11 | #19 |
| Overall Score | 86.3 | 85.7 |
| Category | Agent Framework | Multi-Modal Agent |
| Developer | langchain-ai | huggingface |
| Reliability | 100% | 97.4% |
| Tool Selection Quality | 59.2% | 61.2% |
| Avg Steps | 22.5 | 20 |
| Cost per Task | $0.05 | $0.02 |
| Latency | 500ms | 500ms |
| GitHub Stars | 145,868 | 29,212 |