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| Metric | Text Generation Inference | MLC LLM | LM Studio |
|---|---|---|---|
| Score | F39 | F38 | F33 |
| Type | |||
| Execution | hybrid | aot | hybrid |
| Interface | api | sdk | gui |
| Cold Start | 10000ms | 2000ms | 2000ms |
| Memory | 2000MB | 500MB | 800MB |
| Startup | 5000ms | 500ms | 500ms |
| Isolation | container | process | process |
| Maturity | production | stable | stable |
| Languages | Rust, Python | Python, C++ | Python |
| License | Apache-2.0 | Apache-2.0 | Proprietary |
| Links |