Benchmark result
unsloth/Qwen3.8-27B-GGUF on Apple M5 Max — 39.8 tok/s
Measured with Unsloth Studio on October 13, 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 40.1 tok/s.
sort
- 140.4tok/s84.2Unsloth Studio · UD-Q6_K_XL · KV f16
- 239.8tok/s83.2Unsloth Studio · UD-Q6_K_XL · KV q8_0this run
unsloth/Qwen3.8-27B-GGUF on other hardware
Reproduce this run
toolUnsloth Studio
modelunsloth/Qwen3.8-27B-GGUF (UD-Q6_K_XL)
context65,536
kv cacheq8_0
thinkingon
effortmedium
think limitnone
samplingtemperature 0.7 · top_p 0.8 · top_k 20 · min_p 0 · presence_penalty 1.5
clientv0.4.92+102
Set those in Unsloth Studio, then:
llm-benchmark benchmark --model "unsloth/Qwen3.8-27B-GGUF" --tool "Unsloth 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.