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| Metric | Python (CPython) | Vercel Edge Functions | ExLlamaV2 | KoboldCpp |
|---|---|---|---|---|
| Score | B71 | B71 | D47 | F38 |
| Type | Language | Edge | ||
| Execution | interpreted | jit | aot | hybrid |
| Interface | cli | platform | sdk | gui |
| Cold Start | 50ms | 10ms | 1000ms | 1500ms |
| Memory | 15MB | 128MB | 300MB | 400MB |
| Startup | 10ms | 1ms | 200ms | 300ms |
| Isolation | process | process | process | process |
| Maturity | production | stable | stable | stable |
| Languages | Python | JavaScript, TypeScript, WebAssembly | Python, C++, CUDA | C++, Python |
| License | Other | Proprietary | MIT | AGPL-3.0 |
| Links |