Morph V3 Large vs Qwen3 Next 80B A3B Thinking

Updated October 21, 2026. 0 benchmarks have a result for both. Coding is ranked on the Vibe Coding Index; every other board is shown as published.

Replace Morph V3 Large Replace Qwen3 Next 80B A3B Thinking

Morph V3 LargeMorph

Coding: No data
Overall: No data
Output $/M: $1.90

Qwen3 Next 80B A3B ThinkingQwen

Coding: No data
Overall: 11.2
Output $/M: $1.20

vs $1.90 vs $1.20 per 1M output tokens. Qwen3 Next 80B A3B Thinking is 1.6x cheaper.

Decision reading

Neither model has a coding score yet, so the two cannot be ranked on coding.

Compare them on price, context and the boards below.

Model AMorph V3 LargeMorphNot benchmarkedNo coding benchmarkNo cost per solved task Model BQwen3 Next 80B A3B ThinkingQwenNot benchmarkedNo coding benchmarkNo cost per solved task

Shared results: 0
Morph V3 Large only: 0
Qwen3 Next 80B A3B Thinking only: 30
Like-for-like categories: 0 of 9

Shared results can support a head-to-head reading. Results only one model has describe coverage, not superiority.

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
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 Thinking
Morph V3 Large $0.0019, Qwen3 Next 80B A3B Thinking $0.0008 per turn.
List prices

At a glance

Coding index: Morph V3 Large not benchmarked, Qwen3 Next 80B A3B Thinking not benchmarked.
Widest category: No category has a result for both models.
Widest single gap: No benchmark has a result for both models.
Output price: Morph V3 Large $1.90 against Qwen3 Next 80B A3B Thinking $1.20 per million output tokens, 1.6x 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.

CodingDirectional onlySix of these boards feed the Vibe Coding Index3 boards, none shared

Coding benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
AA Coding Index	Not measured	17.4	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: coding	Not measured	1392	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: software and IT	Not measured	1393	Only Qwen3 Next 80B A3B Thinking measured
Neither model has a result on the other 35 boards here

IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board, none shared

Intelligence benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
AA Intelligence Index	Not measured	11.2	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

Agentic work benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
Neither model has a result on 39 boards here

ReasoningDirectional onlyPublic boards, shown as published, kept out of the index3 boards, none shared

Reasoning benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
LMArena Text: hard prompts	Not measured	1371	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: expert	Not measured	1376	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: hard prompts in English	Not measured	1384	Only Qwen3 Next 80B A3B Thinking measured
Neither model has a result on the other 18 boards here

MathDirectional onlyPublic boards, shown as published, kept out of the index2 boards, none shared

Math benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
LMArena Text: math	Not measured	1399	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: mathematical work	Not measured	1390	Only Qwen3 Next 80B A3B Thinking measured
Neither model has a result on the other 11 boards here

KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index4 boards, none shared

Knowledge benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
LMArena Text: science	Not measured	1384	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: medicine and healthcare	Not measured	1392	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: legal and government	Not measured	1364	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: business and finance	Not measured	1360	Only Qwen3 Next 80B A3B Thinking measured
Neither model has a result on the other 13 boards here

Web designNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared

Web design benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
Neither model has a result on 9 boards here

GeneralDirectional onlyPublic boards, shown as published, kept out of the index17 boards, none shared

General benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	Qwen3 Next 80B A3B Thinking	Leader
LMArena Text	Not measured	1368	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: instruction following	Not measured	1344	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: creative writing	Not measured	1314	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: English	Not measured	1392	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: non-English	Not measured	1342	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: Chinese	Not measured	1407	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: German	Not measured	1356	Only Qwen3 Next 80B A3B Thinking measured
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	Not measured	1351	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: Spanish	Not measured	1358	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: Russian	Not measured	1337	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: Polish	Not measured	1345	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: multi-turn	Not measured	1346	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: longer queries	Not measured	1353	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: writing and language	Not measured	1330	Only Qwen3 Next 80B A3B Thinking measured
LMArena Text: entertainment and media	Not measured	1312	Only Qwen3 Next 80B A3B Thinking measured
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

Image generation benchmarks for Morph V3 Large and Qwen3 Next 80B A3B Thinking
Benchmark	Morph V3 Large	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

Morph V3 Large$0.0019Fits in one request

Qwen3 Next 80B A3B Thinking$0.0008Fits in one request

Qwen3 Next 80B A3B Thinking costs less

Repository review

50K input + 3K output tokens

Morph V3 Large$0.051Fits in one request

Qwen3 Next 80B A3B Thinking$0.011Fits in one request

Qwen3 Next 80B A3B Thinking costs less

Agent loop

200K input + 10K output tokens

Morph V3 Large$0.199Fits in one request

Qwen3 Next 80B A3B Thinking$0.042Fits in one request

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.

Specifications of Morph V3 Large and Qwen3 Next 80B A3B Thinking
Specification	Morph V3 Large	Qwen3 Next 80B A3B Thinking
Maker	Morph	Qwen
Weights	No public weights listed	Open weights
Released	July 7, 2025	September 11, 2025
Context window	262K	262K
Input $/Mtok	$0.90	$0.15
Output $/Mtok	$1.90	$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 Morph V3 Large better than Qwen3 Next 80B A3B Thinking for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Compare them on price, context and the boards below.

Which is cheaper, Morph V3 Large or Qwen3 Next 80B A3B Thinking?

Morph V3 Large costs $0.90 per million input tokens and $1.90 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, Morph V3 Large or Qwen3 Next 80B A3B Thinking?

Neither: both take 262K tokens.

How many benchmarks is the Morph V3 Large vs Qwen3 Next 80B A3B Thinking comparison based on?

0 benchmarks have a result for both models as of October 21, 2026. Morph V3 Large'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.

Decision reading

Which one for your work

Coding

Intelligence

Long documents

Everyday cost

At a glance

Benchmark by benchmark

What each workload costs

Chat turn

Repository review

Agent loop

Specification differences

Questions

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