Nemotron 3 Super vs Qwen3 Next 80B A3B Thinking
Nemotron 3 Super leads Qwen3 Next 80B A3B Thinking on the Artificial Analysis Intelligence Index, 12.8 to 11.2, and Nemotron 3 Super costs 2.7x less per output token ($0.45 vs $1.20 per million). Updated October 22, 2026; 28 benchmarks have a result for both.
Nemotron 3 Super 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 Nemotron 3 Super for output tokens 2.7x cheaper ($0.45 vs $1.20 per million) and work measured by LMArena Text: math or LMArena Text: medicine and healthcare, where it leads.
- Shared results
- 28
- Nemotron 3 Super only
- 11
- Qwen3 Next 80B A3B Thinking only
- 2
- 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
Nemotron 3 Super
Nemotron 3 Super leads, 12.8 against 11.2.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only Nemotron 3 Super has a AA Agentic Index result, 1.7.
Directional only
Long documents
Listed context window
No call
Both take 262K tokens.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Nemotron 3 Super
Nemotron 3 Super $0.0003, Qwen3 Next 80B A3B Thinking $0.0008 per turn.
List prices
At a glance
- Coding index
- Nemotron 3 Super not benchmarked, Qwen3 Next 80B A3B Thinking not benchmarked.
- Widest category
- Coding, 8.3 points apart on average over 3 shared benchmarks.
- Widest single gap
- AA Coding Index: Nemotron 3 Super 37.7 against Qwen3 Next 80B A3B Thinking 17.4, 20.3 points apart on a 0 to 100 scale.
- Output price
- Nemotron 3 Super $0.45 against Qwen3 Next 80B A3B Thinking $1.20 per million output tokens, 2.7x 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 | Nemotron 3 Super | Bars | Qwen3 Next 80B A3B Thinking | Ties |
|---|---|---|---|---|
| Coding | 3 | 0 | ||
| Intelligence | 1 | 0 | ||
| Reasoning | 3 | 0 | ||
| Math | 1 | 1 | ||
| Knowledge | 3 | 1 | ||
| General | 13 | 2 | ||
| All shared boards | 24 | 4 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index30
| Benchmark | Nemotron 3 Super | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| AA Coding Index | 37.7 | 17.4 | Nemotron 3 Super |
| SciCode | 36.2% | Not measured | Only Nemotron 3 Super measured |
| Terminal-Bench Hard (Artificial Analysis run) | 28.8% | Not measured | Only Nemotron 3 Super measured |
| WeirdML | 38.0% | Not measured | Only Nemotron 3 Super measured |
| ALE-Bench | 213.9 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: coding | 1403 | 1392 | Nemotron 3 Super |
| LMArena Text: software and IT | 1409 | 1393 | Nemotron 3 Super |
| Neither model has a result on the other 36 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Nemotron 3 Super | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| AA Intelligence Index | 12.8 | 11.2 | Nemotron 3 Super |
| Neither model has a result on the other 1 board here | |||
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared
| Benchmark | Nemotron 3 Super | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| AA Agentic Index | 1.7 | Not measured | Only Nemotron 3 Super measured |
| τ²-Bench Telecom | 67.8% | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 40 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index30
| Benchmark | Nemotron 3 Super | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| GPQA Diamond (Artificial Analysis run) | 80.0% | Not measured | Only Nemotron 3 Super measured |
| Humanity's Last Exam (Artificial Analysis run) | 20.8% | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: hard prompts | 1386 | 1371 | Nemotron 3 Super |
| LMArena Text: expert | 1398 | 1376 | Nemotron 3 Super |
| LMArena Text: hard prompts in English | 1397 | 1384 | Nemotron 3 Super |
| Neither model has a result on the other 18 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index11
| Benchmark | Nemotron 3 Super | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| LMArena Text: math | 1380 | 1399 | Qwen3 Next 80B A3B Thinking |
| LMArena Text: mathematical work | 1405 | 1390 | Nemotron 3 Super |
| MathArena | 16.6% | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 11 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index31
| Benchmark | Nemotron 3 Super | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| LMArena Text: science | 1387 | 1384 | Nemotron 3 Super |
| LMArena Text: medicine and healthcare | 1383 | 1392 | Qwen3 Next 80B A3B Thinking |
| LMArena Text: legal and government | 1392 | 1364 | Nemotron 3 Super |
| LMArena Text: business and finance | 1364 | 1360 | Nemotron 3 Super |
| Neither model has a result on the other 16 boards here | |||
Web designNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Nemotron 3 Super | 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 index132
| Benchmark | Nemotron 3 Super | Qwen3 Next 80B A3B Thinking | Leader |
|---|---|---|---|
| IFBench | 71.5% | Not measured | Only Nemotron 3 Super measured |
| Long context reasoning (AA-LCR) | 65.7% | Not measured | Only Nemotron 3 Super measured |
| LMArena Text | 1378 | 1368 | Nemotron 3 Super |
| LMArena Text: instruction following | 1347 | 1344 | Nemotron 3 Super |
| LMArena Text: creative writing | 1317 | 1314 | Nemotron 3 Super |
| LMArena Text: English | 1400 | 1392 | Nemotron 3 Super |
| LMArena Text: non-English | 1356 | 1342 | Nemotron 3 Super |
| LMArena Text: Chinese | 1431 | 1407 | Nemotron 3 Super |
| LMArena Text: German | 1341 | 1356 | Qwen3 Next 80B A3B Thinking |
| LMArena Text: Japanese | Not measured | 1280 | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: Korean | Not measured | 1310 | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: French | 1403 | 1351 | Nemotron 3 Super |
| LMArena Text: Spanish | 1418 | 1358 | Nemotron 3 Super |
| LMArena Text: Russian | 1336 | 1337 | Qwen3 Next 80B A3B Thinking |
| LMArena Text: Polish | 1346 | 1345 | Nemotron 3 Super |
| LMArena Text: multi-turn | 1369 | 1346 | Nemotron 3 Super |
| LMArena Text: longer queries | 1362 | 1353 | Nemotron 3 Super |
| LMArena Text: writing and language | 1332 | 1330 | Nemotron 3 Super |
| LMArena Text: entertainment and media | 1336 | 1312 | Nemotron 3 Super |
| Neither model has a result on the other 29 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Nemotron 3 Super | 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
Nemotron 3 Super costs less
Repository review
50K input + 3K output tokens
Nemotron 3 Super costs less
Agent loop
200K input + 10K output tokens
Nemotron 3 Super 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 | NVIDIA Nemotron 3 Super | Qwen3 Next 80B A3B Thinking |
|---|---|---|
| Maker | NVIDIA | Qwen |
| Weights | Open weights | Open weights |
| Released | March 11, 2026 | September 11, 2025 |
| Context window | 262K | 262K |
| Input $/Mtok | $0.085 | $0.15 |
| Output $/Mtok | $0.45 | $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 Nemotron 3 Super 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 Nemotron 3 Super for output tokens 2.7x cheaper ($0.45 vs $1.20 per million) and work measured by LMArena Text: math or LMArena Text: medicine and healthcare, where it leads.
Which is cheaper, Nemotron 3 Super or Qwen3 Next 80B A3B Thinking?
Nemotron 3 Super costs $0.085 per million input tokens and $0.45 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, Nemotron 3 Super or Qwen3 Next 80B A3B Thinking?
Neither: both take 262K tokens.
How many benchmarks is the Nemotron 3 Super vs Qwen3 Next 80B A3B Thinking comparison based on?
28 benchmarks have a result for both models as of October 22, 2026. Nemotron 3 Super'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.