Benchmark result
Kwaipilot-KAT-Coder on Tesla V100-PCIE-32GB +2 more — 81.2 tok/s
Measured with OpenAI-compatible manual on November 9, 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
3rd fastest of 5 runs of this model on Tesla V100-PCIE-32GB +2 more · Multi-GPU · median 81.2 tok/s.
sort
- 181.4tok/s66.7llama.cpp
- 281.2tok/s83.0llama.cpp
- 381.2tok/s82.1OpenAI-compatiblethis run
- 480.9tok/s82.6OpenAI-compatible
- 580.4tok/s60.0llama.cpp
Kwaipilot-KAT-Coder on other hardware
Reproduce this run
toolOpenAI-compatible manual
modelKwaipilot-KAT-Coder
context32,768
clientv0.4.99+102
Set those in OpenAI-compatible, then:
llm-benchmark benchmark --model "Kwaipilot-KAT-Coder" --tool "OpenAI-compatible"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.