llama_index vs smolagents
smolagents ranks higher on The Agentic Leaderboard (#14, score 85.8) compared to llama_index(#18, score 85.5). Both are open-source AI agents.
| Metric | llama_index | smolagents |
|---|---|---|
| Rank | #18 | #14 |
| Overall Score | 85.5 | 85.8 |
| Category | Agent Framework | Multi-Modal Agent |
| Developer | run-llama | huggingface |
| Reliability | 100% | 97.4% |
| Tool Selection Quality | 61.2% | 61.2% |
| Avg Steps | 22.5 | 20 |
| Cost per Task | $0.05 | $0.02 |
| Latency | 500ms | 500ms |
| GitHub Stars | 51,141 | 28,560 |