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| Metric | ROCm | CTransformers | Open WebUI |
|---|---|---|---|
| Score | C56 | D46 | F41 |
| Type | |||
| Execution | aot | hybrid | hybrid |
| Interface | sdk | sdk | gui |
| Cold Start | 200ms | 800ms | 3000ms |
| Memory | 600MB | 200MB | 500MB |
| Startup | 100ms | 100ms | 1000ms |
| Isolation | hardware | process | container |
| Maturity | stable | stable | stable |
| Languages | C, C++, Python | Python, C++ | Python, TypeScript |
| License | MIT | MIT | MIT |
| Links |