Qwen3 VL 235B A22B Reasoning is the stronger all-rounder.
Scores updated · 7 tests both models report · How we compare
Where each one wins
Tests won in each of the one area where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Every test, side by side
All 7 tests both models report. The winning score is in its model's colour; marks a score checked independently.
Images and chartsQwen3 VL 235B A22B Reasoning
Other results3 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- LVBenchQwen3 VL 235B A22B Reasoning by 21.841.863.6+21.8
- InfoVQA (val)Qwen3 VL 235B A22B Reasoning by 9.280.389.5+9.2
- LongVideoBenchQwen3 VL 235B A22B Reasoning by 4.361.365.6+4.3
Questions people ask
Which is better, Mage-VL-4B or Qwen3 VL 235B A22B Reasoning?
Qwen3 VL 235B A22B Reasoning wins the one area where both have results: images and charts. Mage-VL-4B wins none.
How do you compare the two?
We use the 7 benchmark tests both models have published scores on. The verdict counts the 4 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 3 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.