Model comparison

Qwen3-VL-30B-A3B-Thinking vs Qwen3.5-9B

At Q4_K_M, Qwen3.5-9B is the smaller download — 5,627,044,256 bytes against 18,556,687,200. At long context the gap widens: Qwen3.5-9B's KV cache at 32K is 3.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3-VL-30B-A3B-ThinkingQwen3.5-9B
Parameters31.1B9.7B
Architectureqwen3vlmoeqwen35
Layers4832
Native context262,144262,144
Mixture of expertsyes, 128 expertsno
Quantizations published4934
Smallest quantization7.05 GiB2.97 GiB
Q4_K_M17.28 GiB5.24 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3-VL-30B-A3B-ThinkingQwen3.5-9BRatio
4,0960.38 GiB0.13 GiB3.00×
8,1920.75 GiB0.25 GiB3.00×
16,3841.50 GiB0.50 GiB3.00×
32,7683.00 GiB1.00 GiB3.00×
65,5366.00 GiB2.00 GiB3.00×
131,07212.00 GiB4.00 GiB3.00×