Benchmark result
mtplx-qwen38-27b-optimized-speed on Apple M4 Max — 45.5 tok/s
Measured with vLLM on September 2, 2026.
What the model built
Open full screen →The coding scenario asks for a playable game in a single HTML file. This is exactly what the model returned, unedited; the frame only adds a line that tells this page how tall it is.
How this run compares
mtplx-qwen38-27b-optimized-speed on other hardware
Reproduce this run
toolvLLM
modelmtplx-qwen38-27b-optimized-speed
context128,000
thinkingon
clientv0.4.46+97
Set those in vLLM, then:
llm-benchmark benchmark --model "mtplx-qwen38-27b-optimized-speed" --tool "vLLM"The client prompts for context length and thinking mode, and for the KV cache dtype on Unsloth Studio. Sampling is left at the model default — the values above are what the tool reported using, not overrides the client sent.