AI tools leaderboard
26 listings ranked by the public formula. Component columns show values from 0 to 100 before weighting; each heading shows its weight. See the formula
Scroll the table sideways to see every column.
| Rank | Product | Score | Review qualityweight 30% | Release freshnessweight 25% | Review volumeweight 20% | Vendor responsivenessweight 15% | Adoption signalsweight 10% | Releases, last 12 months | 30 days |
|---|---|---|---|---|---|---|---|---|---|
| 1#3 overall | Ollama | 93.8 | 100.0 | 87.6 | Updated 2 days ago | = | |||
| 2#4 overall | Transformers | 93.5 | 100.0 | 87.0 | Updated 9 days ago | = | |||
| 3#5 overall | LangChain | 93.0 | 100.0 | 86.1 | Updated 1 day ago | = | |||
| 4#8 overall | ComfyUI | 92.7 | 100.0 | 85.4 | Updated 4 days ago | = | |||
| 5#9 overall | llama.cpp | 92.6 | 100.0 | 85.2 | Updated 1 day ago | = | |||
| 6#17 overall | PyTorch | 91.8 | 100.0 | 83.6 | Updated today | = | |||
| 7#20 overall | MCP Reference Servers | 91.3 | 100.0 | 82.6 | Updated 19 days ago | = | |||
| 8#22 overall | vLLM | 91.3 | 100.0 | 82.7 | Updated 2 days ago | = | |||
| 9#30 overall | Cline | 90.3 | 100.0 | 80.6 | Updated 1 day ago | = | |||
| 10#31 overall | AnythingLLM | 90.2 | 100.0 | 80.3 | Updated 23 days ago | = | |||
| 11#33 overall | scikit-learn | 90.2 | 100.0 | 80.5 | Updated 8 days ago | = | |||
| 12#39 overall | CrewAI | 89.8 | 100.0 | 79.5 | Updated 3 days ago | = | |||
| 13#53 overall | LlamaIndex | 89.2 | 99.7 | 78.6 | Updated 31 days ago | = | |||
| 14#54 overall | LocalAI | 89.1 | 100.0 | 78.2 | Updated 2 days ago | = | |||
| 15#58 overall | Milvus | 88.8 | 100.0 | 77.7 | Updated 1 day ago | = | |||
| 16#62 overall | LibreChat | 88.7 | 100.0 | 77.4 | Updated 4 days ago | = | |||
| 17#69 overall | JAX | 88.0 | 100.0 | 76.0 | Updated 2 days ago | = | |||
| 18#74 overall | Qdrant | 87.8 | 100.0 | 75.7 | Updated 15 days ago | = | |||
| 19#106 overall | Jan | 84.5 | 91.6 | 77.5 | Updated 58 days ago | = | |||
| 20#117 overall | pgvector | 83.1 | 93.4 | 72.7 | Updated 52 days ago | = | |||
| 21#140 overall | Continue | 78.7 | 81.5 | 75.9 | No release for 92 days | = | |||
| 22#149 overall | Chroma | 71.3 | 68.1 | 74.5 | No release for 137 days | = | |||
| 23#153 overall | TensorFlow | 69.2 | 50.1 | 88.4 | Stale: 197 days without a release | = | |||
| 24#161 overall | Aider | 60.9 | 43.6 | 78.2 | Stale: 219 days without a release | = | |||
| 25#162 overall | Tabby | 57.0 | 38.5 | 75.5 | Stale: 236 days without a release | = | |||
| 26#166 overall | Stable Diffusion web UI | 43.5 | 0.0 | 87.0 | Stale: 587 days without a release | = |