Benchmark result

mtplx-qwen38-27b-optimized-speed-fp16 on Apple M1 Max — 17.1 tok/s

Measured with vLLM on August 24, 2026.

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What the model built

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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.

Reproduce this run

toolvLLM
modelmtplx-qwen38-27b-optimized-speed-fp16 (FP16)
context262,144
clientv0.4.43+97

Set those in vLLM, then:

llm-benchmark benchmark --model "mtplx-qwen38-27b-optimized-speed-fp16" --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.