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| Metric | GGUF | Python (CPython) | Firecracker | containerd | AWS Lambda | Node.js | Docker | CTransformers | KoboldCpp |
|---|---|---|---|---|---|---|---|---|---|
| Score | A-83 | B71 | B70 | B-66 | B-65 | B-65 | C-54 | D46 | F38 |
| Type | Language | MicroVM | Container | Serverless | Language | Container | |||
| Execution | aot | interpreted | aot | hybrid | hybrid | jit | hybrid | hybrid | hybrid |
| Interface | embedded | cli | api | platform | platform | cli | cli | sdk | gui |
| Cold Start | <1ms | 50ms | 125ms | 100ms | 200ms | 50ms | 500ms | 800ms | 1500ms |
| Memory | 0MB | 15MB | 5MB | 20MB | 128MB | 40MB | 50MB | 200MB | 400MB |
| Startup | <1ms | 10ms | 100ms | 20ms | 100ms | 20ms | 200ms | 100ms | 300ms |
| Isolation | process | process | microvm | container | microvm | process | container | process | process |
| Maturity | production | production | production | production | production | production | production | stable | stable |
| Languages | Any | Python | Any | Any | JavaScript, TypeScript, Python, Java, Go, Ruby, .NET, Rust | JavaScript, TypeScript | Any | Python, C++ | C++, Python |
| License | MIT | Other | Apache-2.0 | Apache-2.0 | Proprietary | MIT | Apache-2.0 | MIT | AGPL-3.0 |
| Links |