Qwen 3.7 Plus is SO POWERFUL! (Real Tests and Review)

Qwen 3.7 Plus replaces 3.7 Max as the default model for most IDE workflows, with native vision and 40% cheaper tokens.

Native Vision, Not a Bolted-On Plugin

Unlike models that treat vision as an add-on, Qwen 3.7 Plus treats your screen, terminal, and code as one continuous workspace. The four capabilities that stood out: GUI + CLI hybrid reasoning (look at a settings panel, drop into the terminal to fix the config in one shot), visual-to-code (Figma screenshot → working SVG/HTML), dense OCR for infographics, subway maps, and complex charts, and search-augmented visual QA that uses live web search instead of the training cutoff.

Benchmark Numbers (Take With a Grain of Salt)

The Qwen team's published comparisons are against Opus 4.6 Max, even though Opus 4.8 came out last week and is much stronger. The notable jump is on Baby Vision (visual understanding): Qwen 3.6 Plus scored 37.4, Qwen 3.7 Plus hits 64.7, even beating Gemini 3.1 Pro. Apex math reasoning tripled in score, Agents-on-SkillBench is up over 10 points, and it beats Opus 4.6 and Gemini on most multimodal search and visual QA tests.

The Two Real Tests

Only two builds ran because token costs were steep — the 3D Chinese architecture task used 700,000 tokens on Qwen 3.7 Max, and Plus nearly burned through the free quota despite expected caching. The 3D architecture came out clean and intuitive but had wooden scaffolding instead of proper roof tiles; Qwen 3.7 Max's roof was hella clean. The space shooter game was very smooth with screen-wrap spawning, but lacked the dopamine hit physics effects of Max. Backbone code is solid; cosmetics need iteration.

Plus vs Max Decision Rule

Max is the text-only flagship built for extreme long horizon autonomy — pick it for terminal-only workflows, overnight refactors, or single outputs above 32,000 tokens. Plus is a real multimodal workhorse at 40% lower token cost — pick it for front-end prototypes, hybrid GUI+terminal agents, OCR, or agent swarms. Both speak the Anthropic API protocol, so switching is one line in Qwen Code.

Access

Free tier on Alibaba Cloud Studio; paid coding plan is now on the table after these results.