Benchmark result
gemma4:12b-mlx on Apple M5 Max — 68.5 tok/s
Measured with Ollama 0.32.15 on August 23, 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
gemma4:12b-mlx on other hardware
Reproduce this run
toolOllama 0.32.15
modelgemma4:12b-mlx (nvfp4)
context131,072
thinkingon
clientv0.4.42+97
Set those in Ollama, then:
llm-benchmark benchmark --model "gemma4:12b-mlx" --tool "Ollama"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.