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| Metric | Python (CPython) | CUDA Runtime | AWS Lambda | Node.js | llama.cpp | Docker | Ollama | CTransformers | Text Generation Inference |
|---|---|---|---|---|---|---|---|---|---|
| Score | B71 | B-65 | B-65 | B-65 | C+63 | C-54 | D49 | D46 | F39 |
| Type | Language | Serverless | Language | Container | |||||
| Execution | interpreted | aot | hybrid | jit | aot | hybrid | hybrid | hybrid | hybrid |
| Interface | cli | sdk | platform | cli | cli | cli | cli | sdk | api |
| Cold Start | 50ms | 100ms | 200ms | 50ms | 100ms | 500ms | 1000ms | 800ms | 10000ms |
| Memory | 15MB | 500MB | 128MB | 40MB | 50MB | 50MB | 500MB | 200MB | 2000MB |
| Startup | 10ms | 50ms | 100ms | 20ms | 10ms | 200ms | 100ms | 100ms | 5000ms |
| Isolation | process | hardware | microvm | process | process | container | process | process | container |
| Maturity | production | production | production | production | production | production | production | stable | production |
| Languages | Python | C, C++, Python | JavaScript, TypeScript, Python, Java, Go, Ruby, .NET, Rust | JavaScript, TypeScript | C, C++ | Any | Python, JavaScript, Go | Python, C++ | Rust, Python |
| License | Other | Proprietary | Proprietary | MIT | MIT | Apache-2.0 | MIT | MIT | Apache-2.0 |
| Links |