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| Metric | GGUF | CUDA Runtime | ROCm |
|---|---|---|---|
| Score | A-83 | B-65 | C56 |
| Type | |||
| Execution | aot | aot | aot |
| Interface | embedded | sdk | sdk |
| Cold Start | <1ms | 100ms | 200ms |
| Memory | 0MB | 500MB | 600MB |
| Startup | <1ms | 50ms | 100ms |
| Isolation | process | hardware | hardware |
| Maturity | production | production | stable |
| Languages | Any | C, C++, Python | C, C++, Python |
| License | MIT | Proprietary | MIT |
| Links |