Benchmark result
mudler-Ornith-1.5-35B-A3B-APEX-I-Quality-GGUF on NVIDIA GeForce RTX 3060 +2 more — 59.5 tok/s
Measured with vLLM on October 22, 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
modelmudler-Ornith-1.5-35B-A3B-APEX-I-Quality-GGUF
context131,072
thinkingon
clientv0.4.97+102
Set those in vLLM, then:
llm-benchmark benchmark --model "mudler-Ornith-1.5-35B-A3B-APEX-I-Quality-GGUF" --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.