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Gemini 3 Flash Preview vs Qwen3.7 Max

Qwen3.7 Max leads Gemini 3 Flash Preview on coding, 54.1 to 43.7 on the Vibe Coding Index, and Gemini 3 Flash Preview costs 1.5x less per output token ($3.00 vs $4.425 per million). Updated October 22, 2026; 45 benchmarks have a result for both.

Replace Gemini 3 Flash Preview Replace Qwen3.7 Max
Gemini 3 Flash PreviewGoogle
Coding
43.7
Overall
55.0
Output $/M
$3.00
7
Qwen3.7 MaxQwen
Coding
54.1
Overall
61.7
Output $/M
$4.425
37
vs boards won of 45 shared, 1 tied

Gemini 3 Flash Preview or Qwen3.7 Max: which to pick

Pick Qwen3.7 Max for coding: it scores 54.1 on the Vibe Coding Index against 43.7 for Gemini 3 Flash Preview.

Pick Gemini 3 Flash Preview for output tokens 1.5x cheaper ($3.00 vs $4.425 per million) and a lower cost per solved task ($0.37 against $4.69).

Model AGemini 3 Flash PreviewGoogle43.7/1002 independent benchmarks$0.37 per solved taskModel BQwen3.7 MaxQwen54.1/1003 independent benchmarks$4.69 per solved task
Shared results
45
Gemini 3 Flash Preview only
26
Qwen3.7 Max only
14
Like-for-like categories
8 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.

At a glance

Coding index
Gemini 3 Flash Preview 43.7 from 2 benchmarks, Qwen3.7 Max 54.1 from 3 benchmarks.
Widest category
Agentic work, 12.0 points apart on average over 11 shared benchmarks.
Widest single gap
Excel Modeling Benchmark (Vals AI): Gemini 3 Flash Preview 26.0% against Qwen3.7 Max 57.0%, 31.0 points apart on a 0 to 100 scale.
Output price
Gemini 3 Flash Preview $3.00 against Qwen3.7 Max $4.425 per million output tokens, 1.5x apart.
Context window
Gemini 3 Flash Preview takes 1.05M tokens, Qwen3.7 Max 1M.

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.

Boards won, where both have a result
CategoryGemini 3 Flash PreviewBarsQwen3.7 MaxTies
Coding25
Intelligence01
Agentic work011
Reasoning16
Math031 tie
Knowledge42
Web design04
General05
All shared boards7371 tie
CodingLike-for-likeSix of these boards feed the Vibe Coding Index25
Coding benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
SWE-bench Verified75.8%Not measuredOnly Gemini 3 Flash Preview measured
LMArena WebDevNot measured1515Only Qwen3.7 Max measured
AA Coding IndexNot measured66.0Only Qwen3.7 Max measured
LiveCodeBench (Vals AI)85.6%87.1%Qwen3.7 Max
SWE-bench Verified (Vals AI)75.0%68.8%Gemini 3 Flash Preview
Vibe Code Bench (Vals AI)20.2%47.7%Qwen3.7 Max
Code migration (Vals AI)6.4%13.1%Qwen3.7 Max
ProgramBench (Vals AI)0.0%Not measuredOnly Gemini 3 Flash Preview measured
Terminal-Bench 2.1 (Vals AI)53.9%61.0%Qwen3.7 Max
LiveCodeBench (Artificial Analysis run)90.8%Not measuredOnly Gemini 3 Flash Preview measured
SciCodeNot measured49.5%Only Qwen3.7 Max measured
Terminal-Bench Hard (Artificial Analysis run)38.6%50.8%Qwen3.7 Max
Terminal-Bench64.3%Not measuredOnly Gemini 3 Flash Preview measured
GSO-Bench9.8%Not measuredOnly Gemini 3 Flash Preview measured
WeirdML61.6%Not measuredOnly Gemini 3 Flash Preview measured
ALE-Bench1367.21189.4Gemini 3 Flash Preview
LMArena WebDev: ReactNot measured1514Only Qwen3.7 Max measured
LMArena WebDev: HTMLNot measured1512Only Qwen3.7 Max measured
SciCode12.7%Not measuredOnly Gemini 3 Flash Preview measured
Neither model has a result on the other 20 boards here
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index01
Intelligence benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
AA Intelligence Index26.329.5Qwen3.7 Max
Epoch Capabilities IndexNot measured154.0Only Qwen3.7 Max measured
Agentic workLike-for-likePublic boards, shown as published, kept out of the index011
Agentic work benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
AA Agentic IndexNot measured22.5Only Qwen3.7 Max measured
Design Arena: agents building web apps11111208Qwen3.7 Max
Design Arena: agents building full-stack apps10631191Qwen3.7 Max
Design Arena: agents building mobile apps10901155Qwen3.7 Max
Design Arena: agents building Android apps10511159Qwen3.7 Max
Design Arena: agents building Godot games11611187Qwen3.7 Max
Design Arena: agents building gamesNot measured1161Only Qwen3.7 Max measured
Design Arena: HTML slidesNot measured1108Only Qwen3.7 Max measured
Design Arena: PowerPoint slides10361171Qwen3.7 Max
Finance Agent (Vals AI)42.5%47.8%Qwen3.7 Max
Tax Agent Bench (Vals AI)11.8%15.8%Qwen3.7 Max
Legal Research Bench (Vals AI)18.3%25.5%Qwen3.7 Max
Excel Modeling Benchmark (Vals AI)26.0%57.0%Qwen3.7 Max
τ²-Bench Telecom80.4%94.7%Qwen3.7 Max
BALROG48.1%Not measuredOnly Gemini 3 Flash Preview measured
DeepResearch Bench49.8%Not measuredOnly Gemini 3 Flash Preview measured
Vending-Bench 2$3,635Not measuredOnly Gemini 3 Flash Preview measured
Neither model has a result on the other 24 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index16
Reasoning benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
GPQA Diamond87.9%90.2%Qwen3.7 Max
MMMU Pro (Vals AI)87.6%Not measuredOnly Gemini 3 Flash Preview measured
GPQA Diamond (Artificial Analysis run)89.8%92.3%Qwen3.7 Max
Humanity's Last Exam (Artificial Analysis run)36.6%40.5%Qwen3.7 Max
GPQA Diamond (Epoch AI run)89.4%90.9%Qwen3.7 Max
ARC-AGI84.7%Not measuredOnly Gemini 3 Flash Preview measured
ARC-AGI-233.6%Not measuredOnly Gemini 3 Flash Preview measured
SimpleBench61.1%70.4%Qwen3.7 Max
Chess puzzles39.0%26.0%Gemini 3 Flash Preview
Mystery game puzzles26.0%32.0%Qwen3.7 Max
EBR-benchNot measured9.5%Only Qwen3.7 Max measured
VPCT72.6%Not measuredOnly Gemini 3 Flash Preview measured
Neither model has a result on the other 10 boards here
MathLike-for-likePublic boards, shown as published, kept out of the index03
Math benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
AIME95.6%Not measuredOnly Gemini 3 Flash Preview measured
MGSM (Vals AI)93.3%Not measuredOnly Gemini 3 Flash Preview measured
AA Math Index97.0Not measuredOnly Gemini 3 Flash Preview measured
AIME 2025 (Artificial Analysis run)97.0%Not measuredOnly Gemini 3 Flash Preview measured
OTIS Mock AIME95.6%95.6%Tie
FrontierMath, tiers 1 to 351.2%64.6%Qwen3.7 Max
FrontierMath, tier 417.1%34.1%Qwen3.7 Max
ProofBench15.0%26.0%Qwen3.7 Max
Neither model has a result on the other 5 boards here
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index42
Knowledge benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
MMLU Pro88.6%89.3%Qwen3.7 Max
LegalBench (Vals AI)86.9%84.9%Gemini 3 Flash Preview
CaseLaw (Vals AI)55.8%Not measuredOnly Gemini 3 Flash Preview measured
CorpFin (Vals AI)66.4%63.7%Gemini 3 Flash Preview
TaxEval (Vals AI)73.9%75.3%Qwen3.7 Max
MortgageTax (Vals AI)68.7%Not measuredOnly Gemini 3 Flash Preview measured
MedQA (Vals AI)95.8%Not measuredOnly Gemini 3 Flash Preview measured
MedCode (Vals AI)55.9%38.8%Gemini 3 Flash Preview
MMLU Pro (Artificial Analysis run)89.0%Not measuredOnly Gemini 3 Flash Preview measured
SimpleQA Verified66.8%55.8%Gemini 3 Flash Preview
GeoBench88.0%Not measuredOnly Gemini 3 Flash Preview measured
FACTS Benchmark Suite63.4%Not measuredOnly Gemini 3 Flash Preview measured
Neither model has a result on the other 6 boards here
Web designLike-for-likePublic boards, shown as published, kept out of the index04
Web design benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
Design Arena: websites11961274Qwen3.7 Max
Design Arena: UI componentsNot measured1267Only Qwen3.7 Max measured
Design Arena: game dev11661264Qwen3.7 Max
Design Arena: data vizNot measured1275Only Qwen3.7 Max measured
Design Arena: 3D11831265Qwen3.7 Max
Design Arena: all code categories11891275Qwen3.7 Max
Design Arena: SVGNot measured1216Only Qwen3.7 Max measured
Design Arena: ASCII artNot measured1211Only Qwen3.7 Max measured
Neither model has a result on the other 1 board here
GeneralLike-for-likePublic boards, shown as published, kept out of the index05
General benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
SAGE (Vals AI)51.8%Not measuredOnly Gemini 3 Flash Preview measured
MedScribe (Vals AI)69.9%79.4%Qwen3.7 Max
Vals Multimodal Index52.2%Not measuredOnly Gemini 3 Flash Preview measured
IFBench78.0%80.5%Qwen3.7 Max
Long context reasoning (AA-LCR)78.0%79.0%Qwen3.7 Max
DTBench89.1%92.3%Qwen3.7 Max
LMCA43.1%44.0%Qwen3.7 Max
Neither model has a result on the other 39 boards here
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Image generation benchmarks for Gemini 3 Flash Preview and Qwen3.7 Max
BenchmarkGemini 3 Flash PreviewQwen3.7 MaxLeader
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

Gemini 3 Flash Preview$0.0020Fits in one request
Qwen3.7 Max$0.0037Fits in one request

Gemini 3 Flash Preview costs less

Repository review

50K input + 3K output tokens

Gemini 3 Flash Preview$0.034Fits in one request
Qwen3.7 Max$0.087Fits in one request

Gemini 3 Flash Preview costs less

Agent loop

200K input + 10K output tokens

Gemini 3 Flash Preview$0.130Fits in one request
Qwen3.7 Max$0.339Fits in one request

Gemini 3 Flash Preview 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 Gemini 3 Flash Preview and Qwen3.7 Max
SpecificationGoogle Gemini 3 Flash PreviewQwen3.7 Max
MakerGoogleQwen
WeightsNo public weights listedNo public weights listed
ReleasedDecember 17, 2025May 21, 2026
Context window1.05M1M
Input $/Mtok$0.50$1.475
Output $/Mtok$3.00$4.425
Coding index43.754.1
Independent measurements behind it23
Cost per solved task$0.37$4.69
SourceOpenRouter listingOpenRouter listing

Questions

Is Gemini 3 Flash Preview better than Qwen3.7 Max for coding?

Pick Qwen3.7 Max for coding: it scores 54.1 on the Vibe Coding Index against 43.7 for Gemini 3 Flash Preview. Pick Gemini 3 Flash Preview for output tokens 1.5x cheaper ($3.00 vs $4.425 per million) and a lower cost per solved task ($0.37 against $4.69).

Which is cheaper, Gemini 3 Flash Preview or Qwen3.7 Max?

Gemini 3 Flash Preview costs $0.50 per million input tokens and $3.00 per million output tokens; Qwen3.7 Max costs $1.475 and $4.425. Per solved SWE-bench Verified task, Gemini 3 Flash Preview costs $0.37 and Qwen3.7 Max $4.69.

Which has the bigger context window, Gemini 3 Flash Preview or Qwen3.7 Max?

Gemini 3 Flash Preview, with 1.05M tokens against 1M.

How many benchmarks is the Gemini 3 Flash Preview vs Qwen3.7 Max comparison based on?

45 benchmarks have a result for both models as of October 22, 2026. Gemini 3 Flash Preview's coding index rests on 2 independent benchmarks and Qwen3.7 Max's on 3. Where only one model has a result, the page says so instead of naming a winner.

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<iframe src="https://llmbenchmark.ai/embed/compare/gemini-3-flash-preview-vs-qwen3-7-max" title="Gemini 3 Flash Preview vs Qwen3.7 Max, LLMBenchmark.ai" width="100%" height="360" style="border:0;max-width:100%" loading="lazy"></iframe>
<p style="font:13px/1.4 sans-serif;margin:6px 0 0">Source: <a href="https://llmbenchmark.ai/compare/gemini-3-flash-preview-vs-qwen3-7-max">LLMBenchmark.ai, Gemini 3 Flash Preview vs Qwen3.7 Max</a></p>