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| Metric | ROCm | LLM (Python CLI) | MLX |
|---|---|---|---|
| Score | C56 | D49 | D47 |
| Type | |||
| Execution | aot | hybrid | jit |
| Interface | sdk | cli | sdk |
| Cold Start | 200ms | 500ms | 500ms |
| Memory | 600MB | 100MB | 200MB |
| Startup | 100ms | 100ms | 100ms |
| Isolation | hardware | process | process |
| Maturity | stable | stable | stable |
| Languages | C, C++, Python | Python | Python, C++, Swift |
| License | MIT | Apache-2.0 | MIT |
| Links |