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| Metric | Python (CPython) | AWS Lambda | llama.cpp | Docker | Ollama | Candle | KoboldCpp | Text Generation WebUI |
|---|---|---|---|---|---|---|---|---|
| Score | B71 | B-65 | C+63 | C-54 | D49 | D48 | F38 | F33 |
| Type | Language | Serverless | Container | |||||
| Execution | interpreted | hybrid | aot | hybrid | hybrid | jit | hybrid | hybrid |
| Interface | cli | platform | cli | cli | cli | sdk | gui | gui |
| Cold Start | 50ms | 200ms | 100ms | 500ms | 1000ms | 300ms | 1500ms | 5000ms |
| Memory | 15MB | 128MB | 50MB | 50MB | 500MB | 200MB | 400MB | 1000MB |
| Startup | 10ms | 100ms | 10ms | 200ms | 100ms | 50ms | 300ms | 2000ms |
| Isolation | process | microvm | process | container | process | process | process | process |
| Maturity | production | production | production | production | production | stable | stable | stable |
| Languages | Python | JavaScript, TypeScript, Python, Java, Go, Ruby, .NET, Rust | C, C++ | Any | Python, JavaScript, Go | Rust | C++, Python | Python |
| License | Other | Proprietary | MIT | Apache-2.0 | MIT | Apache-2.0 | AGPL-3.0 | AGPL-3.0 |
| Links |