Qwen3 Next 80B A3B Instruct vs Qwen3 Next 80B A3B Thinking
Qwen3 Next 80B A3B Thinking leads Qwen3 Next 80B A3B Instruct on the Artificial Analysis Intelligence Index, 11.2 to 9.6, at about the same output price ($1.20 vs $1.10 per million). Updated October 22, 2026; 29 benchmarks have a result for both.
Qwen3 Next 80B A3B Instruct or Qwen3 Next 80B A3B Thinking: which to pick
Neither model has a coding score yet, so the two cannot be ranked on coding.
Pick Qwen3 Next 80B A3B Instruct for output tokens 1.1x cheaper ($1.10 vs $1.20 per million) and work measured by AA Intelligence Index, where it leads.
- Shared results
- 29
- Qwen3 Next 80B A3B Instruct only
- 12
- Qwen3 Next 80B A3B Thinking only
- 1
- Like-for-like categories
- 6 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Neither has a coding score yet.
One side not measured
Intelligence
AA Intelligence Index
Qwen3 Next 80B A3B Thinking
Qwen3 Next 80B A3B Thinking leads, 11.2 against 9.6.
Same board, both measured
Long documents
Listed context window
No call
Both take 262K tokens.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Qwen3 Next 80B A3B Instruct
Qwen3 Next 80B A3B Instruct $0.0006, Qwen3 Next 80B A3B Thinking $0.0008 per turn.
List prices
At a glance
- Coding index
- Qwen3 Next 80B A3B Instruct not benchmarked, Qwen3 Next 80B A3B Thinking not benchmarked.
- Widest category
- Knowledge, 10.1 points apart on average over 4 shared benchmarks.
- Widest single gap
- LMArena Text: Japanese: Qwen3 Next 80B A3B Instruct 1395 against Qwen3 Next 80B A3B Thinking 1280, 19.2 points apart on a 0 to 100 scale.
- Output price
- Qwen3 Next 80B A3B Instruct $1.10 against Qwen3 Next 80B A3B Thinking $1.20 per million output tokens, 1.1x apart.
- Context window
- Both take 262K tokens.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Qwen3 Next 80B A3B Instruct | Bars | Qwen3 Next 80B A3B Thinking | Ties |
|---|---|---|---|---|
| Coding | 2 | 0 | ||
| Intelligence | 0 | 1 | ||
| Reasoning | 3 | 0 | ||
| Math | 2 | 0 | ||
| Knowledge | 4 | 0 | ||
| General | 17 | 0 | ||
| All shared boards | 28 | 1 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index20
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| AA Coding Index | Not measured | 17.4 | Only Qwen3 Next 80B A3B Thinking measured |
| LiveCodeBench (Artificial Analysis run) | 78.4% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| Terminal-Bench Hard (Artificial Analysis run) | 9.8% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| LMArena Text: coding | 1440 | 1392 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: software and IT | 1447 | 1393 | Qwen3 Next 80B A3B Instruct |
| Neither model has a result on the other 38 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index01
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| AA Intelligence Index | 9.6 | 11.2 | Qwen3 Next 80B A3B Thinking |
| Neither model has a result on the other 1 board here | |||
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index1 board, none shared
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| τ²-Bench Telecom | 41.5% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| Neither model has a result on the other 41 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index30
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| GPQA Diamond (Artificial Analysis run) | 75.9% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| Humanity's Last Exam (Artificial Analysis run) | 12.6% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| LMArena Text: hard prompts | 1428 | 1371 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: expert | 1417 | 1376 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: hard prompts in English | 1431 | 1384 | Qwen3 Next 80B A3B Instruct |
| Kagi LLM Benchmark | 66.7% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| Neither model has a result on the other 17 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| AA Math Index | 84.3 | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| AIME 2025 (Artificial Analysis run) | 84.3% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| LMArena Text: math | 1440 | 1399 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: mathematical work | 1434 | 1390 | Qwen3 Next 80B A3B Instruct |
| Neither model has a result on the other 10 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index40
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| MMLU Pro (Artificial Analysis run) | 82.4% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| LMArena Text: science | 1434 | 1384 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: medicine and healthcare | 1455 | 1392 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: legal and government | 1431 | 1364 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: business and finance | 1422 | 1360 | Qwen3 Next 80B A3B Instruct |
| Neither model has a result on the other 15 boards here | |||
Web designNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| Neither model has a result on 9 boards here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index170
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| IFBench | 60.7% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| Long context reasoning (AA-LCR) | 63.7% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| Fiction.LiveBench | 55.6% | Not measured | Only Qwen3 Next 80B A3B Instruct measured |
| LMArena Text | 1417 | 1368 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: instruction following | 1388 | 1344 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: creative writing | 1333 | 1314 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: English | 1421 | 1392 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: non-English | 1407 | 1342 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: Chinese | 1460 | 1407 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: German | 1416 | 1356 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: Japanese | 1395 | 1280 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: Korean | 1363 | 1310 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: French | 1414 | 1351 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: Spanish | 1435 | 1358 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: Russian | 1404 | 1337 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: Polish | 1398 | 1345 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: multi-turn | 1416 | 1346 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: longer queries | 1402 | 1353 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: writing and language | 1355 | 1330 | Qwen3 Next 80B A3B Instruct |
| LMArena Text: entertainment and media | 1349 | 1312 | Qwen3 Next 80B A3B Instruct |
| Neither model has a result on the other 28 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Qwen3 Next 80B A3B Instruct costs less
Repository review
50K input + 3K output tokens
Qwen3 Next 80B A3B Instruct costs less
Agent loop
200K input + 10K output tokens
Qwen3 Next 80B A3B Instruct costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Qwen3 Next 80B A3B Instruct | Qwen3 Next 80B A3B Thinking |
|---|---|---|
| Maker | Qwen | Qwen |
| Weights | Open weights | Open weights |
| Released | September 11, 2025 | September 11, 2025 |
| Context window | 262K | 262K |
| Input $/Mtok | $0.10 | $0.15 |
| Output $/Mtok | $1.10 | $1.20 |
| Coding index | Not benchmarked | Not benchmarked |
| Independent measurements behind it | 0 | 0 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Qwen3 Next 80B A3B Instruct better than Qwen3 Next 80B A3B Thinking for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Qwen3 Next 80B A3B Instruct for output tokens 1.1x cheaper ($1.10 vs $1.20 per million) and work measured by AA Intelligence Index, where it leads.
Which is cheaper, Qwen3 Next 80B A3B Instruct or Qwen3 Next 80B A3B Thinking?
Qwen3 Next 80B A3B Instruct costs $0.10 per million input tokens and $1.10 per million output tokens; Qwen3 Next 80B A3B Thinking costs $0.15 and $1.20. Cost per solved task is known for neither of them.
Which has the bigger context window, Qwen3 Next 80B A3B Instruct or Qwen3 Next 80B A3B Thinking?
Neither: both take 262K tokens.
How many benchmarks is the Qwen3 Next 80B A3B Instruct vs Qwen3 Next 80B A3B Thinking comparison based on?
29 benchmarks have a result for both models as of October 22, 2026. Qwen3 Next 80B A3B Instruct's coding index rests on 0 independent benchmarks and Qwen3 Next 80B A3B Thinking's on 0. Where only one model has a result, the page says so instead of naming a winner.