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| Metric | Python (CPython) | containerd | llama.cpp | ROCm | Ollama |
|---|---|---|---|---|---|
| Score | B71 | B-66 | C+63 | C56 | D49 |
| Type | Language | Container | |||
| Execution | interpreted | hybrid | aot | aot | hybrid |
| Interface | cli | platform | cli | sdk | cli |
| Cold Start | 50ms | 100ms | 100ms | 200ms | 1000ms |
| Memory | 15MB | 20MB | 50MB | 600MB | 500MB |
| Startup | 10ms | 20ms | 10ms | 100ms | 100ms |
| Isolation | process | container | process | hardware | process |
| Maturity | production | production | production | stable | production |
| Languages | Python | Any | C, C++ | C, C++, Python | Python, JavaScript, Go |
| License | Other | Apache-2.0 | MIT | MIT | MIT |
| Links |