Benchmark result

mtplx-qwen38-27b-optimized-speed on Apple M4 Pro — 23.0 tok/s

Measured with MTPLX manual on October 14, 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.

How this run compares

2nd fastest of 2 runs of this model on Apple M4 Pro · median 23.1 tok/s.

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mtplx-qwen38-27b-optimized-speed on other hardware

Reproduce this run

toolMTPLX manual
modelmtplx-qwen38-27b-optimized-speed
context8,192
clientv0.4.93+102

Set those in MTPLX, then:

llm-benchmark benchmark --model "mtplx-qwen38-27b-optimized-speed" --tool "MTPLX"

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.