Gemma 3 12B is the stronger all-rounder.
Scores updated · 22 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 22 tests both models report. The winning score is in its model's colour; marks a score checked independently.
Images and chartsGemma 3 12B
Other results19 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.
- InfoVQA (Acc)Kimi VL A3B Instruct by 39.443.883.2+39.4
- MLVU-MCQ (Acc)Kimi VL A3B Instruct by 21.952.374.2+21.9
- EgoSchema (full)Kimi VL A3B Instruct by 21.656.978.5+21.6
- OCRBench (Acc)Kimi VL A3B Instruct by 165 rating points702867+165 rating
- MMLongBench-DOC (Acc)Kimi VL A3B Instruct by 13.821.335.1+13.8
- LongVideoBench (val)Kimi VL A3B Instruct by 1351.564.5+13
- MATH-VisionGemma 3 12B by 10.732.121.4+10.7
- VideoMME (w sub.)Kimi VL A3B Instruct by 10.562.172.6+10.5
- Video-MME (w/o sub.)Kimi VL A3B Instruct by 9.658.267.8+9.6
- RealWorldQA (Acc)Kimi VL A3B Instruct by 959.168.1+9
- MMBench-EN-v1.1 (Acc)Kimi VL A3B Instruct by 8.574.683.1+8.5
- BLINK (Acc)Kimi VL A3B Instruct by 750.357.3+7
- AI2D (Acc)Kimi VL A3B Instruct by 6.878.184.9+6.8
- MMStar (Acc)Kimi VL A3B Instruct by 5.256.161.3+5.2
- VSI-BenchKimi VL A3B Instruct by 532.437.4+5
- MMVU-Val (Pass@1)Gemma 3 12B by 4.85752.2+4.8
- TOMATOKimi VL A3B Instruct by 3.128.631.7+3.1
- MMVet (Acc)Kimi VL A3B Instruct by 1.864.966.7+1.8
- MMVet (Pass@1)Kimi VL A3B Instruct by 1.864.966.7+1.8
Questions people ask
Which is better, Gemma 3 12B or Kimi VL A3B Instruct?
Gemma 3 12B wins the one area where both have results: images and charts. Kimi VL A3B Instruct wins none.
How do you compare the two?
We use the 22 benchmark tests both models have published scores on. The verdict counts the 3 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 19 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.