Qwen3 Next 80B A3B Thinking vs Beam 1.0 501B A23B
Qwen3 Next 80B A3B Thinking and Beam 1.0 501B A23B cost about the same per output token ($1.20 vs $1.20 per million). Updated October 22, 2026; 23 benchmarks have a result for both.
Qwen3 Next 80B A3B Thinking or Beam 1.0 501B A23B: which to pick
Neither model has a coding score yet, so the two cannot be ranked on coding.
Pick Qwen3 Next 80B A3B Thinking for work measured by LMArena Text: coding or LMArena Text: software and IT, where it leads.
- Shared results
- 23
- Qwen3 Next 80B A3B Thinking only
- 7
- Beam 1.0 501B A23B only
- 5
- Like-for-like categories
- 5 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
No call
Only Qwen3 Next 80B A3B Thinking has a AA Intelligence Index result, 11.2.
Directional only
Web design
Design Arena: websites
No call
Only Beam 1.0 501B A23B has a Design Arena: websites result, 1245.
Directional only
Long documents
Listed context window
Beam 1.0 501B A23B
Beam 1.0 501B A23B takes 1.05M tokens against 262K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Qwen3 Next 80B A3B Thinking
Qwen3 Next 80B A3B Thinking $0.0008, Beam 1.0 501B A23B $0.0010 per turn.
List prices
At a glance
- Coding index
- Qwen3 Next 80B A3B Thinking not benchmarked, Beam 1.0 501B A23B not benchmarked.
- Widest category
- Coding, 12.4 points apart on average over 2 shared benchmarks.
- Widest single gap
- LMArena Text: French: Qwen3 Next 80B A3B Thinking 1351 against Beam 1.0 501B A23B 1461, 18.3 points apart on a 0 to 100 scale.
- Output price
- Both cost $1.20 per million output tokens.
- Context window
- Qwen3 Next 80B A3B Thinking takes 262K tokens, Beam 1.0 501B A23B 1.05M.
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 Thinking | Bars | Beam 1.0 501B A23B | Ties |
|---|---|---|---|---|
| Coding | 0 | 2 | ||
| Reasoning | 0 | 3 | ||
| Math | 0 | 2 | ||
| Knowledge | 1 | 3 | ||
| General | 0 | 12 | ||
| All shared boards | 1 | 22 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index02
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| LMArena WebDev | Not measured | 1437 | Only Beam 1.0 501B A23B measured |
| AA Coding Index | 17.4 | Not measured | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: coding | 1392 | 1473 | Beam 1.0 501B A23B |
| LMArena Text: software and IT | 1393 | 1461 | Beam 1.0 501B A23B |
| LMArena WebDev: React | Not measured | 1443 | Only Beam 1.0 501B A23B measured |
| LMArena WebDev: HTML | Not measured | 1436 | Only Beam 1.0 501B A23B measured |
| Neither model has a result on the other 37 boards here | |||
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board, none shared
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| AA Intelligence Index | 11.2 | Not measured | Only Qwen3 Next 80B A3B Thinking measured |
| Neither model has a result on the other 1 board here | |||
Agentic workNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| Neither model has a result on 42 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index03
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| LMArena Text: hard prompts | 1371 | 1442 | Beam 1.0 501B A23B |
| LMArena Text: expert | 1376 | 1447 | Beam 1.0 501B A23B |
| LMArena Text: hard prompts in English | 1384 | 1451 | Beam 1.0 501B A23B |
| Neither model has a result on the other 20 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index02
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| LMArena Text: math | 1399 | 1459 | Beam 1.0 501B A23B |
| LMArena Text: mathematical work | 1390 | 1475 | Beam 1.0 501B A23B |
| Neither model has a result on the other 12 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index13
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| LMArena Text: science | 1384 | 1430 | Beam 1.0 501B A23B |
| LMArena Text: medicine and healthcare | 1392 | 1376 | Qwen3 Next 80B A3B Thinking |
| LMArena Text: legal and government | 1364 | 1433 | Beam 1.0 501B A23B |
| LMArena Text: business and finance | 1360 | 1430 | Beam 1.0 501B A23B |
| Neither model has a result on the other 16 boards here | |||
Web designDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| Design Arena: websites | Not measured | 1245 | Only Beam 1.0 501B A23B measured |
| Design Arena: game dev | Not measured | 1220 | Only Beam 1.0 501B A23B measured |
| Neither model has a result on the other 7 boards here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index012
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | Leader |
|---|---|---|---|
| LMArena Text | 1368 | 1425 | Beam 1.0 501B A23B |
| LMArena Text: instruction following | 1344 | 1430 | Beam 1.0 501B A23B |
| LMArena Text: creative writing | 1314 | 1390 | Beam 1.0 501B A23B |
| LMArena Text: English | 1392 | 1436 | Beam 1.0 501B A23B |
| LMArena Text: non-English | 1342 | 1413 | Beam 1.0 501B A23B |
| LMArena Text: Chinese | 1407 | 1424 | Beam 1.0 501B A23B |
| LMArena Text: German | 1356 | Not measured | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: Japanese | 1280 | Not measured | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: Korean | 1310 | Not measured | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: French | 1351 | 1461 | Beam 1.0 501B A23B |
| LMArena Text: Spanish | 1358 | Not measured | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: Russian | 1337 | 1412 | Beam 1.0 501B A23B |
| LMArena Text: Polish | 1345 | Not measured | Only Qwen3 Next 80B A3B Thinking measured |
| LMArena Text: multi-turn | 1346 | 1414 | Beam 1.0 501B A23B |
| LMArena Text: longer queries | 1353 | 1429 | Beam 1.0 501B A23B |
| LMArena Text: writing and language | 1330 | 1400 | Beam 1.0 501B A23B |
| LMArena Text: entertainment and media | 1312 | 1399 | Beam 1.0 501B A23B |
| Neither model has a result on the other 31 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Qwen3 Next 80B A3B Thinking | Beam 1.0 501B A23B | 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 Thinking costs less
Repository review
50K input + 3K output tokens
Qwen3 Next 80B A3B Thinking costs less
Agent loop
200K input + 10K output tokens
Qwen3 Next 80B A3B Thinking 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 Thinking | Reflection Beam 1.0 501B A23B |
|---|---|---|
| Maker | Qwen | Reflection |
| Weights | Open weights | Open weights |
| Released | September 11, 2025 | October 16, 2026 |
| Context window | 262K | 1.05M |
| Input $/Mtok | $0.15 | $0.40 |
| Output $/Mtok | $1.20 | $1.20 |
| Coding index | Not benchmarked | Not benchmarked |
| Independent measurements behind it | 0 | 1 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Qwen3 Next 80B A3B Thinking better than Beam 1.0 501B A23B for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Qwen3 Next 80B A3B Thinking for work measured by LMArena Text: coding or LMArena Text: software and IT, where it leads.
Which is cheaper, Qwen3 Next 80B A3B Thinking or Beam 1.0 501B A23B?
Qwen3 Next 80B A3B Thinking costs $0.15 per million input tokens and $1.20 per million output tokens; Beam 1.0 501B A23B costs $0.40 and $1.20. Cost per solved task is known for neither of them.
Which has the bigger context window, Qwen3 Next 80B A3B Thinking or Beam 1.0 501B A23B?
Beam 1.0 501B A23B, with 1.05M tokens against 262K.
How many benchmarks is the Qwen3 Next 80B A3B Thinking vs Beam 1.0 501B A23B comparison based on?
23 benchmarks have a result for both models as of October 22, 2026. Qwen3 Next 80B A3B Thinking's coding index rests on 0 independent benchmarks and Beam 1.0 501B A23B's on 1. Where only one model has a result, the page says so instead of naming a winner.