Qwen 3.6 wins the benchmarks, but Gemma 4 wins reality. 7 things I learned testing 27B/31B Vision models locally (vLLM / FP8) side by side. Benchmaxing seems real.
27B/31B vision model comparison: Qwen 3.6 benchmarks higher than Gemma 4 but underperforms in real-world tasks; suggests benchmark gaming.