Benchmark result
qwen3.6-dev:35b on NVIDIA RTX 2000 Ada Generation Laptop GPU — 32.3 tok/s
Measured with Ollama 0.40.15 on November 7, 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 NVIDIA RTX 2000 Ada Generation Laptop GPU · median 33.2 tok/s.
sort
- 134.2tok/s80.1Ollama · Q4_K_M
- 232.3tok/s69.3Ollama · Q4_K_Mthis run
Reproduce this run
toolOllama 0.40.15
modelqwen3.6-dev:35b (Q4_K_M)
context65,536
samplingtemperature 0.8 · top_p 0.95 · top_k 20 · min_p 0 · presence_penalty 1.5 · repeat_penalty 1.05
clientv0.4.99+102
Set those in Ollama, then:
llm-benchmark benchmark --model "qwen3.6-dev:35b" --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.