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| Metric | Ollama | Candle | ExLlamaV2 |
|---|---|---|---|
| Score | D49 | D48 | D47 |
| Type | |||
| Execution | hybrid | jit | aot |
| Interface | cli | sdk | sdk |
| Cold Start | 1000ms | 300ms | 1000ms |
| Memory | 500MB | 200MB | 300MB |
| Startup | 100ms | 50ms | 200ms |
| Isolation | process | process | process |
| Maturity | production | stable | stable |
| Languages | Python, JavaScript, Go | Rust | Python, C++, CUDA |
| License | MIT | Apache-2.0 | MIT |
| Links |