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| Metric | GGUF | CUDA Runtime | Node.js | KoboldCpp |
|---|---|---|---|---|
| Score | A-83 | B-65 | B-65 | F38 |
| Type | Language | |||
| Execution | aot | aot | jit | hybrid |
| Interface | embedded | sdk | cli | gui |
| Cold Start | <1ms | 100ms | 50ms | 1500ms |
| Memory | 0MB | 500MB | 40MB | 400MB |
| Startup | <1ms | 50ms | 20ms | 300ms |
| Isolation | process | hardware | process | process |
| Maturity | production | production | production | stable |
| Languages | Any | C, C++, Python | JavaScript, TypeScript | C++, Python |
| License | MIT | Proprietary | MIT | AGPL-3.0 |
| Links |