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| Metric | CUDA Runtime | AWS Lambda | Docker | MLX |
|---|---|---|---|---|
| Score | B-65 | B-65 | C-54 | D47 |
| Type | Serverless | Container | ||
| Execution | aot | hybrid | hybrid | jit |
| Interface | sdk | platform | cli | sdk |
| Cold Start | 100ms | 200ms | 500ms | 500ms |
| Memory | 500MB | 128MB | 50MB | 200MB |
| Startup | 50ms | 100ms | 200ms | 100ms |
| Isolation | hardware | microvm | container | process |
| Maturity | production | production | production | stable |
| Languages | C, C++, Python | JavaScript, TypeScript, Python, Java, Go, Ruby, .NET, Rust | Any | Python, C++, Swift |
| License | Proprietary | Proprietary | Apache-2.0 | MIT |
| Links |