Benchmark result
google/gemma-4-31b on Apple M5 Max — 14.9 tok/s
Measured with LM Studio on September 30, 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 M5 Max · median 17.5 tok/s.
sort
- 120.0tok/s72.0LM Studio
- 214.9tok/s75.1LM Studiothis run
google/gemma-4-31b on other hardware
Reproduce this run
toolLM Studio
modelgoogle/gemma-4-31b
context65,536
thinkingon
clientv0.4.80+98
Set those in LM Studio, then:
llm-benchmark benchmark --model "google/gemma-4-31b" --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.