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 738
Newest first. Page 1 of 30.- Peak decode
- 752.8 tok/s
- Peak prefill
- 10.2K tok/s
- Peak decode
- 1,330.3 tok/s
- Peak prefill
- 11.4K tok/s
- GLM-5.3-Flash-NVFP4H200 NVL 141GB ×2 · vllm 0.1.dev1+g3b5189828 · NVFP48 contexts × 8 concurrency levels
- Peak decode
- 959.4 tok/s
- Peak prefill
- 13.2K tok/s
- GLM-5.3-Flash-NVFP4H200 NVL 141GB ×2 · vllm 0.1.dev1+g3b5189828 · NVFP48 contexts × 8 concurrency levels
- Peak decode
- 1,234.2 tok/s
- Peak prefill
- 13K tok/s
- Qwen3.8-Flash-Next-W4A16Intel Arc Pro B65 32GB ×4 · vllm 0.30.0 · INT4_W4A166 contexts × 3 concurrency levels
- Peak decode
- 242.6 tok/s
- Peak prefill
- 3,961 tok/s
- Qwen3.8-Flash-Next-W4A16Intel Arc Pro B65 32GB ×4 · vllm 0.30.0 · INT4_W4A166 contexts × 3 concurrency levels
- Peak decode
- 158.3 tok/s
- Peak prefill
- 3,856 tok/s
- Qwen3.8-Flash-Next-W4A16Intel Arc Pro B65 32GB ×4 · vllm 0.30.0 · INT4_W4A166 contexts × 3 concurrency levels
- Peak decode
- 158.6 tok/s
- Peak prefill
- 5,306 tok/s
- Qwen3.8-Flash-Next-W4A16Intel Arc Pro B65 32GB ×4 · vllm 0.30.0 · INT4_W4A166 contexts × 3 concurrency levels
- Peak decode
- 246.3 tok/s
- Peak prefill
- 5,206 tok/s
- GLM-5.3-Flash-NVFP4H200 SXM 141GB ×4 · vllm 0.1.dev1+g3b5189828 · NVFP48 contexts × 8 concurrency levels
- Peak decode
- 2,214.4 tok/s
- Peak prefill
- 18.4K tok/s
- Peak decode
- 2,156.0 tok/s
- Peak prefill
- 18.3K tok/s
- NVIDIA-Nemotron-3-Super-120B-A12B-FP8H200 NVL 141GB ×2 · sglang 0.5.6.post3.dev9335+gdd15fb57b · FP88 contexts × 8 concurrency levels
- Peak decode
- 2,815.6 tok/s
- Peak prefill
- 15.5K tok/s
- gemma-4-31B-itIntel Arc Pro B65 32GB · vllm 0.31.0+xpu.llmscaler · INT41 context × 5 concurrency levels
- Peak decode
- 207.3 tok/s
- Peak prefill
- —
- Peak decode
- 425.3 tok/s
- Peak prefill
- —
- 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