langchain vs smolagents
langchain ranks higher on The Agentic Leaderboard (#13, score 86.2) compared to smolagents(#17, score 85.9). Both are open-source AI agents.
| Metric | langchain | smolagents |
|---|---|---|
| Rank | #13 | #17 |
| Overall Score | 86.2 | 85.9 |
| 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 | 148,482 | 30,063 |