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| Metric | Python (CPython) | KoboldCpp | LocalAI | LM Studio |
|---|---|---|---|---|
| Score | B71 | F38 | F37 | F33 |
| Type | Language | |||
| Execution | interpreted | hybrid | hybrid | hybrid |
| Interface | cli | gui | api | gui |
| Cold Start | 50ms | 1500ms | 3000ms | 2000ms |
| Memory | 15MB | 400MB | 800MB | 800MB |
| Startup | 10ms | 300ms | 1000ms | 500ms |
| Isolation | process | process | container | process |
| Maturity | production | stable | stable | stable |
| Languages | Python | C++, Python | Go, Python | Python |
| License | Other | AGPL-3.0 | MIT | Proprietary |
| Links |