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| Metric | Python (CPython) | ROCm | MLX | vLLM |
|---|---|---|---|---|
| Score | B71 | C56 | D47 | F35 |
| Type | Language | |||
| Execution | interpreted | aot | jit | jit |
| Interface | cli | sdk | sdk | api |
| Cold Start | 50ms | 200ms | 500ms | 5000ms |
| Memory | 15MB | 600MB | 200MB | 2000MB |
| Startup | 10ms | 100ms | 100ms | 3000ms |
| Isolation | process | hardware | process | process |
| Maturity | production | stable | stable | production |
| Languages | Python | C, C++, Python | Python, C++, Swift | Python |
| License | Other | MIT | MIT | Apache-2.0 |
| Links |