Benchmark result

kat-coder-v2.5-dev-optiq on Apple M4 Max — 74.2 tok/s

Measured with LM Studio on September 19, 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

toolLM Studio
modelkat-coder-v2.5-dev-optiq
context65,536
clientv0.4.59+97

Set those in LM Studio, then:

llm-benchmark benchmark --model "kat-coder-v2.5-dev-optiq" --tool "LM Studio"

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.