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| Metric | CUDA Runtime | ROCm | LLM (Python CLI) |
|---|---|---|---|
| Score | B-65 | C56 | D49 |
| Type | |||
| Execution | aot | aot | hybrid |
| Interface | sdk | sdk | cli |
| Cold Start | 100ms | 200ms | 500ms |
| Memory | 500MB | 600MB | 100MB |
| Startup | 50ms | 100ms | 100ms |
| Isolation | hardware | hardware | process |
| Maturity | production | stable | stable |
| Languages | C, C++, Python | C, C++, Python | Python |
| License | Proprietary | MIT | Apache-2.0 |
| Links |