Look, here's the real question
Every week I get the same DM from junior engineers in Bengaluru and Chennai: "Bro, Gemma 4 or Qwen 3.5 — which one should I download?" And honestly, the answer isn't as simple as the YouTube thumbnails make it sound.
Both models are free. Both are open-source. Both will run on a decent laptop. But they're built with completely different philosophies, and picking the wrong one for your use case will waste your weekend. So let me actually break this down properly — numbers, trade-offs, and my honest opinion at the end.
The basic stats nobody explains properly
| Spec | Google Gemma 4 (flagship) | Alibaba Qwen 3.5 (flagship) |
|---|---|---|
| Parameters | 31B dense | 27B dense (up to 235B MoE) |
| Context window | 256K tokens | 128K tokens |
| License | Google Gemma Terms | Apache 2.0 |
| Multimodal | Native video, image, audio | Text-first (VL variants separate) |
| Smallest variant | 2B (E2B) | 1.8B (sub-2B tier) |
| Largest variant | 31B Dense | 235B MoE |
| Thinking mode | No (always-on reasoning) | Yes (hybrid toggle) |
First observation — Gemma 4 goes up to 31B and stops. Qwen 3.5 keeps going all the way to 235B with Mixture of Experts. So if you have serious server hardware and want maximum ceiling, Qwen wins on raw scale. But most of us aren't running 235B models on our office desktops, so let's talk about the sizes you'll actually use.
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