Qwen3 VL 235B A22B Instruct vs Qwen3 VL 8B Instruct
Wins 5 of 7 areas
Coding · Reasoning · Images and charts · Long documents · Following instructions
Wins 0 of 7 areas
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Qwen3 VL 235B A22B Instruct is the stronger all-rounder.Qwen3 VL 8B Instruct is cheaper.
Scores updated · 49 tests both models report · How we compare
Where each one wins
Tests won in each of the seven areas 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.
- Images and chartsUnderstanding pictures, charts and video60Qwen3 VL 235B A22B Instruct6 of 6 tests
- CodingWriting and fixing software30Qwen3 VL 235B A22B Instruct3 of 3 tests
- ReasoningHard problems that need careful thinking20Qwen3 VL 235B A22B Instruct2 of 3 tests · 1 tie
- Long documentsFinding answers in very long texts10Qwen3 VL 235B A22B Instruct1 of 1 test
- Following instructionsDoing exactly what it is asked10Qwen3 VL 235B A22B Instruct1 of 1 test
- AgentsCarrying out multi-step tasks on its own11Even1 each
- FactsGetting facts right instead of making them up00Even0 each · 2 ties
Long documents and following instructions rest on a single test each.
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.
Qwen3 VL 8B Instruct costs 56% less for the same work.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Where Qwen3 VL 235B A22B Instruct pulls ahead
- Completes tasks by operating a computer desktopOSWorld-Verified+32.8points ahead
- Graduate-level biology, physics and chemistry questionsGPQA Diamond+28.5points ahead
- Harder college exam questions with imagesMMMU-Pro+20.3points ahead
Where Qwen3 VL 8B Instruct pulls ahead
- Real work tasks from 44 professionsGDPVal+2.4points ahead
Every test, side by side
All 49 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingQwen3 VL 235B A22B Instruct
- SciCodeQwen3 VL 235B A22B Instruct by 18.535.917.4+18.5
- LiveCodeBench v6Qwen3 VL 235B A22B Instruct by 1554.339.3+15
- Terminal-Bench HardQwen3 VL 235B A22B Instruct by 4.56.82.3+4.5
AgentsEven
- OSWorld-VerifiedQwen3 VL 235B A22B Instruct by 32.866.733.9+32.8
- GDPValQwen3 VL 8B Instruct by 2.46.79.1+2.4
ReasoningQwen3 VL 235B A22B Instruct
- GPQA DiamondQwen3 VL 235B A22B Instruct by 28.571.242.7+28.5
- Humanity's Last ExamQwen3 VL 235B A22B Instruct by 3.96.62.7+3.9
- CritPttie00tie
FactsEven
- AA-Omniscience · Non-hallucinationtie8.49tie
- AA-Omniscience · Accuracytie20.320.5tie
Images and chartsQwen3 VL 235B A22B Instruct
- MMMU-ProQwen3 VL 235B A22B Instruct by 20.367.647.3+20.3
- CharXiv (RQ)Qwen3 VL 235B A22B Instruct by 15.762.146.4+15.7
- MathVistaQwen3 VL 235B A22B Instruct by 7.784.977.2+7.7
- MMStarQwen3 VL 235B A22B Instruct by 7.578.470.9+7.5
- OCRBenchQwen3 VL 235B A22B Instruct by 2.49289.6+2.4
- BLINKQwen3 VL 235B A22B Instruct by 1.670.769.1+1.6
Long documentsQwen3 VL 235B A22B Instruct
- AA-LCRQwen3 VL 235B A22B Instruct by 1632.716.7+16
Following instructionsQwen3 VL 235B A22B Instruct
- IFBenchQwen3 VL 235B A22B Instruct by 10.442.732.3+10.4
Other results31 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.
- AIME 2025Qwen3 VL 235B A22B Instruct by 28.874.745.9+28.8
- HMMT 2025Qwen3 VL 235B A22B Instruct by 24.957.432.5+24.9
- SuperGPQAQwen3 VL 235B A22B Instruct by 15.960.444.5+15.9
- IncludeQwen3 VL 235B A22B Instruct by 138067+13
- MATH-VisionQwen3 VL 235B A22B Instruct by 12.666.553.9+12.6
- MMLU-ProXQwen3 VL 235B A22B Instruct by 12.477.865.4+12.4
- MMLU-ProQwen3 VL 235B A22B Instruct by 10.281.871.6+10.2
- LVBenchQwen3 VL 235B A22B Instruct by 9.767.758+9.7
- VideoMMMUQwen3 VL 235B A22B Instruct by 9.474.765.3+9.4
- Artificial Analysis Coding IndexQwen3 VL 235B A22B Instruct by 9.216.57.3+9.2
- MMMU (val) (Pass@1)Qwen3 VL 235B A22B Instruct by 9.178.769.6+9.1
- CharadesSTAQwen3 VL 235B A22B Instruct by 8.864.856+8.8
- RealWorldQAQwen3 VL 235B A22B Instruct by 7.879.371.5+7.8
- ScreenSpot-Pro (No tools)Qwen3 VL 235B A22B Instruct by 7.46254.6+7.4
- MMLU-ReduxQwen3 VL 235B A22B Instruct by 7.392.284.9+7.3
- InfoVQA_testQwen3 VL 235B A22B Instruct by 6.189.283.1+6.1
- τ²-Bench Telecom (AA run)Qwen3 VL 235B A22B Instruct by 5.935.129.2+5.9
- ERQAQwen3 VL 235B A22B Instruct by 5.551.345.8+5.5
- IFEvalQwen3 VL 235B A22B Instruct by 4.187.883.7+4.1
- AI2DQwen3 VL 235B A22B Instruct by 489.785.7+4
- AA IntelligenceQwen3 VL 235B A22B Instruct by 2.69.97.3+2.6
- CC-OCRQwen3 VL 235B A22B Instruct by 2.382.279.9+2.3
- HallusionBenchQwen3 VL 235B A22B Instruct by 2.163.261.1+2.1
- OCRBench v2_enQwen3 VL 235B A22B Instruct by 1.767.165.4+1.7
- BFCL v3Qwen3 VL 235B A22B Instruct by 1.467.766.3+1.4
- DocVQA_testQwen3 VL 235B A22B Instruct by 197.196.1+1
- ScreenSpotQwen3 VL 235B A22B Instruct by 195.494.4+1
- AA-Omnisciencetie-52.7-51.9tie
- MM MTBenchtie8.57.7tie
- AA Agentic Indextie19.118.4tie
- OCRBench v2 (Chinese)tie61.861.2tie
Questions people ask
Which is better, Qwen3 VL 235B A22B Instruct or Qwen3 VL 8B Instruct?
Qwen3 VL 235B A22B Instruct wins five of the seven areas where both have results: coding, reasoning, images and charts, long documents and following instructions. Qwen3 VL 8B Instruct wins none, but costs 56% less. They are level on agents and facts.
Which is better for coding?
Qwen3 VL 235B A22B Instruct. It wins 3 of the 3 coding tests both models report; Qwen3 VL 8B Instruct wins none.
Which is cheaper?
Qwen3 VL 235B A22B Instruct costs $0.40 per million input tokens and $1.60 per million output tokens; Qwen3 VL 8B Instruct costs $0.18 and $0.70. That makes Qwen3 VL 8B Instruct about 56% cheaper for the same work.
How do you compare the two?
We use the 49 benchmark tests both models have published scores on. The verdict counts the 18 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 31 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.