Qwen3 Next 80B A3B Instruct vs Qwen3 VL 30B A3B Reasoning
Wins 2 of 6 areas
Coding · Long documents
Wins 3 of 6 areas
Agents · Facts · Following instructions
Qwen3 VL 30B A3B Reasoning wins more areas, narrowly.Qwen3 Next 80B A3B Instruct is cheaper and better at coding.
Scores updated · 26 tests both models report · How we compare
Where each one wins
Tests won in each of the six 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.
- FactsGetting facts right instead of making them up01Qwen3 VL 30B A3B Reasoning1 of 2 tests · 1 tie
- AgentsCarrying out multi-step tasks on its own01Qwen3 VL 30B A3B Reasoning1 of 1 test
- Following instructionsDoing exactly what it is asked01Qwen3 VL 30B A3B Reasoning1 of 1 test
- CodingWriting and fixing software21Qwen3 Next 80B A3B Instruct2 of 3 tests
- Long documentsFinding answers in very long texts10Qwen3 Next 80B A3B Instruct1 of 1 test
- ReasoningHard problems that need careful thinking11Even1 each · 1 tie
Agents, 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 Next 80B A3B Instruct costs 48% less for the same work.
The biggest differences
The three tests each model wins by the widest margin. Scores are out of 100.
Where Qwen3 VL 30B A3B Reasoning pulls ahead
- Recent programming contest problemsLiveCodeBench v6+7.6points ahead
- Follows unfamiliar, precisely checkable instructionsIFBench+5.4points ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+2.9points ahead
Where Qwen3 Next 80B A3B Instruct pulls ahead
- Reasons across sets of long documentsAA-LCR+10points ahead
- Hard command-line tasks in a real terminalTerminal-Bench Hard+2.3points ahead
- Code for real scientific research problemsSciCode+1.9points ahead
Every test, side by side
All 26 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingQwen3 Next 80B A3B Instruct
- LiveCodeBench v6Qwen3 VL 30B A3B Reasoning by 7.656.664.2+7.6
- Terminal-Bench HardQwen3 Next 80B A3B Instruct by 2.37.65.3+2.3
- SciCodeQwen3 Next 80B A3B Instruct by 1.930.728.8+1.9
AgentsQwen3 VL 30B A3B Reasoning
- GDPValQwen3 VL 30B A3B Reasoning by 1.96.48.3+1.9
ReasoningEven
- GPQA DiamondQwen3 Next 80B A3B Instruct by 1.873.872+1.8
- Humanity's Last ExamQwen3 VL 30B A3B Reasoning by 1.37.68.9+1.3
- CritPttie00tie
FactsQwen3 VL 30B A3B Reasoning
- AA-Omniscience · Non-hallucinationQwen3 VL 30B A3B Reasoning by 2.97.310.2+2.9
- AA-Omniscience · Accuracytie17.316.9tie
Long documentsQwen3 Next 80B A3B Instruct
- AA-LCRQwen3 Next 80B A3B Instruct by 1052.742.7+10
Following instructionsQwen3 VL 30B A3B Reasoning
- IFBenchQwen3 VL 30B A3B Reasoning by 5.439.745.1+5.4
Other results15 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.
- Arena-Hard-V2Qwen3 Next 80B A3B Instruct by 2682.756.7+26
- AIME 2025Qwen3 VL 30B A3B Reasoning by 13.669.583.1+13.6
- HMMT 2025Qwen3 VL 30B A3B Reasoning by 13.554.167.6+13.5
- IFEvalQwen3 Next 80B A3B Instruct by 5.987.681.7+5.9
- IncludeQwen3 Next 80B A3B Instruct by 4.478.974.5+4.4
- SuperGPQAQwen3 Next 80B A3B Instruct by 2.458.856.4+2.4
- Artificial Analysis Coding IndexQwen3 Next 80B A3B Instruct by 2.215.313.1+2.2
- AA-OmniscienceQwen3 VL 30B A3B Reasoning by 1.9-59.5-57.6+1.9
- BFCL v3Qwen3 Next 80B A3B Instruct by 1.770.368.6+1.7
- τ²-Bench Telecom (AA run)Qwen3 Next 80B A3B Instruct by 1.721.619.9+1.7
- AA Agentic Indextie14.214.9tie
- MMLU-ProXtie76.776.1tie
- AA Intelligencetie9.69.5tie
- MMLU-Protie80.680.5tie
- MMLU-Reduxtie90.990.9tie
Questions people ask
Which is better, Qwen3 Next 80B A3B Instruct or Qwen3 VL 30B A3B Reasoning?
Qwen3 VL 30B A3B Reasoning wins three of the six areas where both have results: agents, facts and following instructions. Qwen3 Next 80B A3B Instruct wins coding and long documents, and costs 48% less. They are level on reasoning.
Which is better for coding?
Qwen3 Next 80B A3B Instruct. It wins 2 of the 3 coding tests both models report; Qwen3 VL 30B A3B Reasoning wins 1.
Which is cheaper?
Qwen3 Next 80B A3B Instruct costs $0.15 per million input tokens and $1.20 per million output tokens; Qwen3 VL 30B A3B Reasoning costs $0.20 and $2.40. That makes Qwen3 Next 80B A3B Instruct about 48% cheaper for the same work.
How do you compare the two?
We use the 26 benchmark tests both models have published scores on. The verdict counts the 11 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 15 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.