Matrix runs
A matrix run measures prompt reading (prefill) and generation (decode) speed in one go, across several context lengths and numbers of simultaneous requests. Run one with lmx speed-test matrix run.
All runs 1,102
Newest first. Page 16 of 45.- Peak decode
- 262.4 tok/s
- Peak prefill
- —
- Peak decode
- 284.5 tok/s
- Peak prefill
- 592.0 tok/s
- GLM-5.3-Flash-NVFP4RTX PRO 6000 Blackwell Server Edition 96GB ×4 · vllm 0.32.1rc1.dev96+g8c60cf07b · NVFP48 contexts × 8 concurrency levels
- Peak decode
- 1,335.7 tok/s
- Peak prefill
- 13.3K tok/s
- Peak decode
- 648.0 tok/s
- Peak prefill
- 1,407 tok/s
- gemma-4-31B-itIntel Arc Pro B65 32GB ×4 · vllm 0.31.0+xpu.llmscaler · FP84 contexts × 5 concurrency levels
- Peak decode
- 396.8 tok/s
- Peak prefill
- 1,123 tok/s
- Peak decode
- 856.0 tok/s
- Peak prefill
- 2,219 tok/s
- Peak decode
- 674.3 tok/s
- Peak prefill
- 2,219 tok/s
- GLM-5.3-Flash-NVFP4RTX PRO 6000 Blackwell Server Edition 96GB ×4 · sglang 0.0.0.dev0 · NVFP48 contexts × 8 concurrency levels
- Peak decode
- 1,357.7 tok/s
- Peak prefill
- 12.8K tok/s
- Peak decode
- 469.7 tok/s
- Peak prefill
- 4,888 tok/s
- Qwen3.6-35B-A3BIntel Arc Pro B65 32GB · vllm 0.31.0+xpu.llmscaler · INT46 contexts × 5 concurrency levels
- Peak decode
- 469.4 tok/s
- Peak prefill
- 7,160 tok/s
- Qwen3.8-27BIntel Arc Pro B65 32GB · vllm 0.31.0+xpu.llmscaler · INT45 contexts × 5 concurrency levels
- Peak decode
- 204.3 tok/s
- Peak prefill
- 1,379 tok/s
- Qwen3.6-27BIntel Arc Pro B65 32GB · vllm 0.31.0+xpu.llmscaler · INT45 contexts × 5 concurrency levels
- Peak decode
- 209.8 tok/s
- Peak prefill
- 1,371 tok/s
- Qwen3.5-122B-A10B-GPTQ-Int4Intel Arc Pro B65 32GB ×4 · vllm 0.31.0+xpu.llmscaler · GPTQ-4bit6 contexts × 5 concurrency levels
- Peak decode
- 539.6 tok/s
- Peak prefill
- 6,010 tok/s
- Muse-Glimmer-30BIntel Arc Pro B65 32GB ×4 · vllm 0.26.1.dev0+xpu.llmscaler-1.5 · FP84 contexts × 5 concurrency levels
- Peak decode
- 343.7 tok/s
- Peak prefill
- 2,679 tok/s
- Muse-Glimmer-30BIntel Arc Pro B65 32GB ×4 · vllm 0.31.0+xpu.llmscaler · FP84 contexts × 5 concurrency levels
- Peak decode
- 476.4 tok/s
- Peak prefill
- 2,709 tok/s
- Peak decode
- 399.3 tok/s
- Peak prefill
- 3,898 tok/s
- Gemma-4-31B-IT-NVFP4H200 NVL 141GB ×2 · sglang 0.5.6.post3.dev9335+gdd15fb57b · NVFP46 contexts × 8 concurrency levels
- Peak decode
- 170.5 tok/s
- Peak prefill
- 6,589 tok/s
- Peak decode
- 595.7 tok/s
- Peak prefill
- 9,041 tok/s
- Peak decode
- 1,670.0 tok/s
- Peak prefill
- 14.3K tok/s
- Qwen3.5-9BIntel Arc Pro B65 32GB ×4 · vllm 0.31.0+xpu.llmscaler · FP86 contexts × 5 concurrency levels
- Peak decode
- 1,568.3 tok/s
- Peak prefill
- 10.6K tok/s
- Peak decode
- 1,132.8 tok/s
- Peak prefill
- 10.4K tok/s
- DeepSeek-V4.1-Flash-1017H200 NVL 141GB ×2 · vllm 0.32.0 · MXFP4+FP86 contexts × 8 concurrency levels
- Peak decode
- 303.7 tok/s
- Peak prefill
- 2,844 tok/s
- Qwen3.8-27BIntel Arc Pro B65 32GB ×4 · vllm 0.31.0+xpu.llmscaler · INT46 contexts × 5 concurrency levels
- Peak decode
- 468.2 tok/s
- Peak prefill
- 3,748 tok/s
- Peak decode
- 404.2 tok/s
- Peak prefill
- 2,099 tok/s
- Peak decode
- 389.5 tok/s
- Peak prefill
- 3,699 tok/s