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| Metric | CUDA Runtime | AWS Lambda | Node.js | llama.cpp | LLM (Python CLI) | CTransformers | KoboldCpp |
|---|---|---|---|---|---|---|---|
| Score | B-65 | B-65 | B-65 | C+63 | D49 | D46 | F38 |
| Type | Serverless | Language | |||||
| Execution | aot | hybrid | jit | aot | hybrid | hybrid | hybrid |
| Interface | sdk | platform | cli | cli | cli | sdk | gui |
| Cold Start | 100ms | 200ms | 50ms | 100ms | 500ms | 800ms | 1500ms |
| Memory | 500MB | 128MB | 40MB | 50MB | 100MB | 200MB | 400MB |
| Startup | 50ms | 100ms | 20ms | 10ms | 100ms | 100ms | 300ms |
| Isolation | hardware | microvm | process | process | process | process | process |
| Maturity | production | production | production | production | stable | stable | stable |
| Languages | C, C++, Python | JavaScript, TypeScript, Python, Java, Go, Ruby, .NET, Rust | JavaScript, TypeScript | C, C++ | Python | Python, C++ | C++, Python |
| License | Proprietary | Proprietary | MIT | MIT | Apache-2.0 | MIT | AGPL-3.0 |
| Links |