AI tools leaderboard
35 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#1 overall | ECC | 95.2 | 100.0 | 90.4 | Updated 1 day ago | = | |||
| 2#4 overall | Ollama | 93.8 | 100.0 | 87.6 | Updated 4 days ago | = | |||
| 3#5 overall | Transformers | 93.5 | 100.0 | 87.0 | Updated 11 days ago | = | |||
| 4#6 overall | LangChain | 93.0 | 100.0 | 86.1 | Updated 3 days ago | = | |||
| 5#9 overall | cc-switch | 92.7 | 100.0 | 85.4 | Updated 1 day ago | = | |||
| 6#10 overall | ComfyUI | 92.7 | 100.0 | 85.4 | Updated 6 days ago | = | |||
| 7#11 overall | llama.cpp | 92.6 | 100.0 | 85.2 | Updated 3 days ago | = | |||
| 8#12 overall | codex | 92.5 | 100.0 | 85.0 | Updated 1 day ago | = | |||
| 9#20 overall | PyTorch | 91.8 | 100.0 | 83.6 | Updated 2 days ago | = | |||
| 10#25 overall | MCP Reference Servers | 91.3 | 100.0 | 82.6 | Updated 21 days ago | = | |||
| 11#26 overall | system-prompts-and-models-of-ai-tools | 91.3 | 96.7 | 86.0 | Updated 41 days ago | = | |||
| 12#28 overall | vLLM | 91.3 | 100.0 | 82.7 | Updated 4 days ago | = | |||
| 13#37 overall | Cline | 90.3 | 100.0 | 80.6 | Updated 3 days ago | = | |||
| 14#38 overall | AnythingLLM | 90.2 | 100.0 | 80.3 | Updated 25 days ago | = | |||
| 15#40 overall | scikit-learn | 90.2 | 100.0 | 80.5 | Updated 10 days ago | = | |||
| 16#47 overall | CrewAI | 89.8 | 100.0 | 79.5 | Updated 5 days ago | = | |||
| 17#58 overall | ppt-master | 89.5 | 100.0 | 79.1 | Updated 1 day ago | = | |||
| 18#59 overall | CL4R1T4S | 89.2 | 100.0 | 78.3 | Updated 11 days ago | = | |||
| 19#63 overall | LocalAI | 89.1 | 100.0 | 78.2 | Updated 4 days ago | = | |||
| 20#67 overall | LlamaIndex | 88.8 | 99.1 | 78.6 | Updated 33 days ago | = | |||
| 21#68 overall | Milvus | 88.8 | 100.0 | 77.7 | Updated 3 days ago | = | |||
| 22#72 overall | LibreChat | 88.7 | 100.0 | 77.4 | Updated 6 days ago | = | |||
| 23#80 overall | JAX | 88.0 | 100.0 | 76.0 | Updated 4 days ago | = | |||
| 24#85 overall | Qdrant | 87.8 | 100.0 | 75.7 | Updated 17 days ago | = | |||
| 25#93 overall | OfficeCLI | 87.4 | 100.0 | 74.8 | Updated 5 days ago | = | |||
| 26#125 overall | Jan | 84.2 | 91.0 | 77.5 | Updated 60 days ago | = | |||
| 27#126 overall | laradock | 84.2 | 100.0 | 68.4 | Updated 11 days ago | = | |||
| 28#135 overall | pgvector | 82.8 | 92.8 | 72.7 | Updated 54 days ago | = | |||
| 29#160 overall | Continue | 78.4 | 80.9 | 75.9 | No release for 94 days | = | |||
| 30#165 overall | Some-Many-Books | 76.8 | 80.6 | 72.9 | No release for 95 days | = | |||
| 31#173 overall | Chroma | 71.0 | 67.5 | 74.5 | No release for 139 days | = | |||
| 32#177 overall | TensorFlow | 69.0 | 49.6 | 88.4 | Stale: 199 days without a release | = | |||
| 33#188 overall | Aider | 60.6 | 43.0 | 78.2 | Stale: 221 days without a release | = | |||
| 34#189 overall | Tabby | 56.7 | 37.9 | 75.5 | Stale: 238 days without a release | = | |||
| 35#195 overall | Stable Diffusion web UI | 43.5 | 0.0 | 87.0 | Stale: 589 days without a release | = |