Benchmark result
Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-4bit-MLX on Apple M4 Pro — 15.0 tok/s
Measured with oMLX 0.7.1rc1 on October 19, 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
2nd fastest of 2 runs of this model on Apple M4 Pro · median 26.3 tok/s.
sort
- 137.7tok/s68.9oMLX · 4bit · KV none
- 215.0tok/s58.1oMLX · 4bit · KV nonethis run
Reproduce this run
tooloMLX 0.7.1rc1
modelQwen3.8-27B-AEON-ULTIMATE-UNCENSORED-4bit-MLX (4bit)
context8,192
kv cachenone
thinkingoff
samplingtemperature 1 · top_p 0.95 · top_k 20 · min_p 0 · repetition_penalty 1
clientv0.4.96+102
Set those in oMLX, then:
llm-benchmark benchmark --model "Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-4bit-MLX" --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.