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| Metric | ONNX Runtime | Ollama | CTransformers | KoboldCpp |
|---|---|---|---|---|
| Score | C-50 | D49 | D46 | F38 |
| Type | ||||
| Execution | hybrid | hybrid | hybrid | hybrid |
| Interface | sdk | cli | sdk | gui |
| Cold Start | 500ms | 1000ms | 800ms | 1500ms |
| Memory | 300MB | 500MB | 200MB | 400MB |
| Startup | 100ms | 100ms | 100ms | 300ms |
| Isolation | process | process | process | process |
| Maturity | production | production | stable | stable |
| Languages | Python, C++, C#, Java | Python, JavaScript, Go | Python, C++ | C++, Python |
| License | MIT | MIT | MIT | AGPL-3.0 |
| Links |