AI tools leaderboard
50 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 | OpenClaw | 97.0 | 100.0 | 96.4 | 93.2 | Updated 42 days ago | = | ||
| 2#2 overall | Hermes Agent | 96.2 | 100.0 | 96.4 | 89.9 | Updated 42 days ago | = | ||
| 3#4 overall | Ollama | 94.9 | 100.0 | 94.3 | 87.6 | Updated 49 days ago | = | ||
| 4#6 overall | llama.cpp | 94.4 | 100.0 | 94.6 | 85.2 | Updated 48 days ago | = | ||
| 5#7 overall | ComfyUI | 94.1 | 100.0 | 93.7 | 85.4 | Updated 51 days ago | = | ||
| 6#9 overall | PyTorch | 94.1 | 100.0 | 94.9 | 83.6 | Updated 47 days ago | = | ||
| 7#11 overall | Transformers | 94.0 | 100.0 | 92.2 | 87.0 | Updated 56 days ago | = | ||
| 8#13 overall | Cline | 93.3 | 100.0 | 94.6 | 80.6 | Updated 48 days ago | = | ||
| 9#22 overall | scikit-learn | 92.5 | 100.0 | 92.5 | 80.5 | Updated 55 days ago | = | ||
| 10#23 overall | Nanobot | 92.3 | 100.0 | 93.7 | 78.1 | Updated 51 days ago | = | ||
| 11#32 overall | OfficeCLI | 91.6 | 100.0 | 94.0 | 74.8 | Updated 50 days ago | = | ||
| 12#39 overall | AnythingLLM | 90.9 | 100.0 | 88.1 | 80.3 | Updated 70 days ago | = | ||
| 13#61 overall | LocalAI | 86.6 | 85.0 | 94.3 | 78.2 | Updated 49 days ago | = | ||
| 14#64 overall | Jan | 86.5 | 100.0 | 77.6 | 77.5 | No release for 105 days | = | ||
| 15#66 overall | NanoClaw | 86.3 | 85.0 | 96.1 | 74.8 | Updated 43 days ago | = | ||
| 16#68 overall | JAX | 86.0 | 85.0 | 94.3 | 76.0 | Updated 49 days ago | = | ||
| 17#69 overall | pgvector | 86.0 | 100.0 | 79.4 | 72.7 | No release for 99 days | = | ||
| 18#74 overall | ECC | 83.9 | 70.0 | 95.2 | 90.4 | Updated 46 days ago | = | ||
| 19#78 overall | deepseek-harness | 83.4 | 70.0 | 94.3 | 89.4 | Updated 49 days ago | = | ||
| 20#80 overall | cc-switch | 82.7 | 70.0 | 95.2 | 85.4 | Updated 46 days ago | = | ||
| 21#81 overall | codex | 82.6 | 70.0 | 95.2 | 85.0 | Updated 46 days ago | = | ||
| 22#82 overall | Continue | 82.6 | 100.0 | 67.5 | 75.9 | No release for 139 days | = | ||
| 23#83 overall | learn-claude-code | 82.5 | 70.0 | 97.6 | 81.5 | Updated 38 days ago | = | ||
| 24#92 overall | vLLM | 81.7 | 70.0 | 94.3 | 82.7 | Updated 49 days ago | = | ||
| 25#98 overall | ppt-master | 81.1 | 70.0 | 95.2 | 79.1 | Updated 46 days ago | = | ||
| 26#104 overall | Milvus | 80.5 | 70.0 | 94.6 | 77.7 | Updated 48 days ago | = | ||
| 27#111 overall | LibreChat | 80.1 | 70.0 | 93.7 | 77.4 | Updated 51 days ago | = | ||
| 28#118 overall | CL4R1T4S | 79.8 | 70.0 | 92.2 | 78.3 | Updated 56 days ago | = | ||
| 29#136 overall | system-prompts-and-models-of-ai-tools | 78.7 | 70.0 | 83.3 | 86.0 | Updated 86 days ago | = | ||
| 30#137 overall | Qdrant | 78.6 | 70.0 | 90.4 | 75.7 | Updated 62 days ago | = | ||
| 31#147 overall | Chroma | 77.5 | 100.0 | 54.0 | 74.5 | Stale: 184 days without a release | = | ||
| 32#149 overall | laradock | 77.4 | 70.0 | 92.2 | 68.4 | Updated 56 days ago | = | ||
| 33#177 overall | TensorFlow | 74.7 | 100.0 | 36.1 | 88.4 | Stale: 244 days without a release | = | ||
| 34#188 overall | Cursor | 73.3 | 100.0 | 95.2 | 0.0 | Updated 46 days ago | = | ||
| 35#200 overall | Aider | 69.9 | 100.0 | 29.6 | 78.2 | Stale: 266 days without a release | = | ||
| 36#201 overall | Some-Many-Books | 69.7 | 70.0 | 67.2 | 72.9 | No release for 140 days | = | ||
| 37#205 overall | Tabby | 67.5 | 100.0 | 24.5 | 75.5 | Stale: 283 days without a release | = | ||
| 38#220 overall | LangChain | 62.6 | 20.0 | 94.6 | 86.1 | Updated 48 days ago | = | ||
| 39#221 overall | Stable Diffusion web UI | 61.8 | 100.0 | 0.0 | 87.0 | Stale: 634 days without a release | = | ||
| 40#224 overall | CrewAI | 60.8 | 20.0 | 94.0 | 79.5 | Updated 50 days ago | = | ||
| 41#229 overall | MCP Reference Servers | 59.9 | 20.0 | 89.3 | 82.6 | Updated 66 days ago | = | ||
| 42#236 overall | LlamaIndex | 57.6 | 20.0 | 85.7 | 78.6 | Updated 78 days ago | = | ||
| 43#241 overall | TerraformMagentoCloud | 54.9 | 70.0 | 48.4 | 39.9 | Stale: 203 days without a release | = | ||
| 44#252 overall | funNLP | 48.5 | 70.0 | 0.0 | 82.0 | Stale: 909 days without a release | = | ||
| 45#335 overall | Fireflies.ai | 40.0 | 100.0 | 0.0 | 0.0 | No dated release history published | = | ||
| 46#367 overall | LM Studio | 40.0 | 100.0 | 0.0 | 0.0 | Stale: 633 days without a release | = | ||
| 47#380 overall | Motion | 40.0 | 100.0 | 0.0 | 0.0 | No dated release history published | = | ||
| 48#393 overall | Otter.ai | 40.0 | 100.0 | 0.0 | 0.0 | No dated release history published | = | ||
| 49#418 overall | Sai by Simular | 40.0 | 100.0 | 0.0 | 0.0 | No dated release history published | = | ||
| 50#429 overall | Speechify | 40.0 | 100.0 | 0.0 | 0.0 | No dated release history published | = |