Benchmark result
vllm-32b on 2× NVIDIA L40S — 37.5 tok/s
Measured with vLLM on August 2, 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.
Reproduce this run
toolvLLM
modelvllm-32b
context8,192
clientv0.4.30+97
Set those in vLLM, then:
llm-benchmark benchmark --model "vllm-32b" --tool "vLLM"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.