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| Metric | llama.cpp | ONNX Runtime | Text Generation WebUI |
|---|---|---|---|
| Score | C+63 | C-50 | F33 |
| Type | |||
| Execution | aot | hybrid | hybrid |
| Interface | cli | sdk | gui |
| Cold Start | 100ms | 500ms | 5000ms |
| Memory | 50MB | 300MB | 1000MB |
| Startup | 10ms | 100ms | 2000ms |
| Isolation | process | process | process |
| Maturity | production | production | stable |
| Languages | C, C++ | Python, C++, C#, Java | Python |
| License | MIT | MIT | AGPL-3.0 |
| Links |