Benchmark result

IFM--K2-Horizon-MoVA-36B-A4B on Apple M4 Max — 31.9 tok/s

Measured with oMLX 0.31.3 on September 12, 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

1st fastest of 2 runs of this model on Apple M4 Max · median 31.8 tok/s.

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Reproduce this run

tooloMLX 0.31.3
modelIFM--K2-Horizon-MoVA-36B-A4B
context32,768
kv cachenone
think limitnone
samplingtemperature 0.7 · top_p 0.95 · top_k 0 · repetition_penalty 1
clientv0.4.59+97

Set those in oMLX, then:

llm-benchmark benchmark --model "IFM--K2-Horizon-MoVA-36B-A4B" --tool "oMLX"

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.