Benchmark result
local/qwen3.8-flash-next on Apple M3 Ultra — 74.7 tok/s
Measured with mlx-serve manual on September 21, 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
1st fastest of 2 runs of this model on Apple M3 Ultra · median 74.6 tok/s.
sort
- 174.7tok/s68.7mlx-servethis run
- 274.5tok/s63.8mlx-serve
local/qwen3.8-flash-next on other hardware
Reproduce this run
toolmlx-serve manual
modellocal/qwen3.8-flash-next
context8,192
thinkingon
clientv0.4.80+98
Set those in mlx-serve, then:
llm-benchmark benchmark --model "local/qwen3.8-flash-next" --tool "mlx-serve"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.