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| Metric | Python (CPython) | KoboldCpp | LocalAI | vLLM |
|---|---|---|---|---|
| Score | B71 | F38 | F37 | F35 |
| Type | Language | |||
| Execution | interpreted | hybrid | hybrid | jit |
| Interface | cli | gui | api | api |
| Cold Start | 50ms | 1500ms | 3000ms | 5000ms |
| Memory | 15MB | 400MB | 800MB | 2000MB |
| Startup | 10ms | 300ms | 1000ms | 3000ms |
| Isolation | process | process | container | process |
| Maturity | production | stable | stable | production |
| Languages | Python | C++, Python | Go, Python | Python |
| License | Other | AGPL-3.0 | MIT | Apache-2.0 |
| Links |