Qwen3 235B A22B Instruct 2507 vs Qwen3 Next 80B A3B
Wins 2 of 6 areas
Agents · Facts
Wins 4 of 6 areas
Coding · Reasoning · Long documents · Following instructions
Qwen3 Next 80B A3B is the stronger all-rounder.Qwen3 235B A22B Instruct 2507 is cheaper and better at facts.
Scores updated · 34 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.
- CodingWriting and fixing software12Qwen3 Next 80B A3B2 of 3 tests
- ReasoningHard problems that need careful thinking01Qwen3 Next 80B A3B1 of 3 tests · 2 ties
- Long documentsFinding answers in very long texts01Qwen3 Next 80B A3B1 of 1 test
- Following instructionsDoing exactly what it is asked01Qwen3 Next 80B A3B1 of 1 test
- FactsGetting facts right instead of making them up10Qwen3 235B A22B Instruct 25071 of 2 tests · 1 tie
- AgentsCarrying out multi-step tasks on its own10Qwen3 235B A22B Instruct 25071 of 1 test
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 235B A22B Instruct 2507 costs 15% 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 Next 80B A3B pulls ahead
- Reasons across sets of long documentsAA-LCR+29.8points ahead
- Recent programming contest problemsLiveCodeBench v6+16.9points ahead
- Follows unfamiliar, precisely checkable instructionsIFBench+14.6points ahead
Where Qwen3 235B A22B Instruct 2507 pulls ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+9.8points ahead
- Hard command-line tasks in a real terminalTerminal-Bench Hard+5.4points ahead
Every test, side by side
All 34 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingQwen3 Next 80B A3B
- LiveCodeBench v6Qwen3 Next 80B A3B by 16.951.868.7+16.9
- Terminal-Bench HardQwen3 235B A22B Instruct 2507 by 5.415.29.8+5.4
- SciCodeQwen3 Next 80B A3B by 2.83638.8+2.8
AgentsQwen3 235B A22B Instruct 2507
- GDPValQwen3 235B A22B Instruct 2507 by 14.114.10+14.1
ReasoningQwen3 Next 80B A3B
- Humanity's Last ExamQwen3 Next 80B A3B by 1.511.112.6+1.5
- GPQA Diamondtie75.375.9tie
- CritPttie00tie
FactsQwen3 235B A22B Instruct 2507
- AA-Omniscience · Non-hallucinationQwen3 235B A22B Instruct 2507 by 9.822.813+9.8
- AA-Omniscience · Accuracytie18.719tie
Long documentsQwen3 Next 80B A3B
- AA-LCRQwen3 Next 80B A3B by 29.833.963.7+29.8
Following instructionsQwen3 Next 80B A3B
- IFBenchQwen3 Next 80B A3B by 14.646.160.7+14.6
Other results23 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.
- AA Agentic IndexQwen3 235B A22B Instruct 2507 by 20.722.82.1+20.7
- HMMT 2025Qwen3 Next 80B A3B by 18.555.473.9+18.5
- AIME 2025Qwen3 Next 80B A3B by 17.570.387.8+17.5
- Arena-Hard-V2Qwen3 235B A22B Instruct 2507 by 16.979.262.3+16.9
- Tau2 airlineQwen3 Next 80B A3B by 16.54460.5+16.5
- τ²-Bench Telecom (AA run)Qwen3 Next 80B A3B by 8.233.341.5+8.2
- AIR-Bench 2024Qwen3 Next 80B A3B by 7.77986.7+7.7
- AA-OmniscienceQwen3 235B A22B Instruct 2507 by 7.4-44-51.4+7.4
- HarmBenchQwen3 Next 80B A3B by 579.684.6+5
- Artificial Analysis Coding IndexQwen3 235B A22B Instruct 2507 by 4.722.117.4+4.7
- bbqQwen3 235B A22B Instruct 2507 by 4.596.291.7+4.5
- τ²-Bench (Retail)Qwen3 235B A22B Instruct 2507 by 3.571.367.8+3.5
- SuperGPQAQwen3 235B A22B Instruct 2507 by 1.862.660.8+1.8
- BFCL v3Qwen3 Next 80B A3B by 1.170.972+1.1
- AA Intelligencetie1211.2tie
- MMLU-ProXtie79.478.7tie
- Includetie79.578.9tie
- MMLU-Reduxtie93.192.5tie
- simple_safety_teststie10099.5tie
- MMLU-Protie8382.7tie
- XSTesttie98.698.3tie
- IFEvaltie88.788.9tie
- anthropic_red_teamtie99.999.9tie
Questions people ask
Which is better, Qwen3 235B A22B Instruct 2507 or Qwen3 Next 80B A3B?
Qwen3 Next 80B A3B wins four of the six areas where both have results: coding, reasoning, long documents and following instructions. Qwen3 235B A22B Instruct 2507 wins agents and facts, and costs 15% less.
Which is better for coding?
Qwen3 Next 80B A3B. It wins 2 of the 3 coding tests both models report; Qwen3 235B A22B Instruct 2507 wins 1.
Which is cheaper?
Qwen3 235B A22B Instruct 2507 costs $0.23 per million input tokens and $0.92 per million output tokens; Qwen3 Next 80B A3B costs $0.15 and $1.20. That makes Qwen3 235B A22B Instruct 2507 about 15% cheaper for the same work.
How do you compare the two?
We use the 34 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 23 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.