Codestral-22B-v0.1-4bit
6 workload results across 2 hardware configurations.
Fastest local config
100.3 decode tok/s
on RTX 5090 (32GB) + AMD Ryzen 7 9850X3D 8-Core Processor (8c) + 30GB via llama.cpp. see full run
Local runs (6 runs)
Runs from contributors' own machines via MLX, llama.cpp, vLLM, exllamav2, or ollama. Signed on the submitter's hardware.
RTX 5090 (32GB) + AMD Ryzen 7 9850X3D 8-Core Processor (8c) + 30GB
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | llama.cpp | - | 93.72tok/s | no data | 68.6ms | r_4q040m4scic |
| chat-long | llama.cpp | - | 87.36tok/s | no data | 849ms | r_4q040m4scic |
| concurrent-decode | llama.cpp | - | 100.3tok/s | no data | no data | r_4q040m4scic |
| agent-trace | llama.cpp | - | 93.44tok/s | 10,351.0tok/s | 191ms | r_4q040m4scic |
| chat-short | llama.cpp | - | 69.95tok/s | no data | 199ms | r_sqr8liqh4ii |
M3 Ultra (60-core GPU) + 96GB unified
| Workload | Backend | Quant | decode tok/s | prefill tok/s | TTFT | Run |
|---|---|---|---|---|---|---|
| chat-short | mlx@0.31.3 | - | 47.49tok/s | 205.7tok/s | 559ms | r_79dvtag5fd_ |