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Google Gemini 3.1 Flash Lite VS Qwen Qwen3.7 Max

Gemini 3.1 Flash Lite vs Qwen3.7 Max: which wins at real work?

22 task areas · same graded test runs · rank comparison only, so 0–100 and Elo collections never mix raw scores.

Qwen3.7 Max wins 19 of 22 task areas we tested; Gemini 3.1 Flash Lite takes 3. Gemini 3.1 Flash Lite costs 2.9× less per token ($1.75 vs $5 per 1M).

3
Task areas won
19
53
Avg percentile
84
0
Top-3 finishes
3
$1.75
Price / 1M tokens
$5.0
Google
Provider
Qwen

Gemini 3.1 Flash Lite costs 2.9× less per token ($1.75 vs $5 per 1M).

Task by task

Task area Gemini 3.1 Flash Lite Qwen3.7 Max Winner
Executive Assistant #101 / 112
Usable
#7 / 112
Strong
Qwen3.7 Max
Creative & Comedy #85 / 110 #9 / 110 Qwen3.7 Max
Presentations & Decks #80 / 110
Strong
#9 / 110
Excellent
Qwen3.7 Max
RAG, Safety & Grounding #58 / 113
Excellent
#1 / 113
Excellent
Qwen3.7 Max
Customer Support #54 / 113
Strong
#11 / 113
Strong
Qwen3.7 Max
Sales #67 / 110
Usable
#24 / 110
Strong
Qwen3.7 Max
Legal & HR #86 / 110
Strong
#46 / 110
Excellent
Qwen3.7 Max
Coding #58 / 115
Strong
#19 / 115
Excellent
Qwen3.7 Max
Translation & Localization #39 / 110
Excellent
#1 / 110
Excellent
Qwen3.7 Max
Structured Output #36 / 113
Excellent
#2 / 113
Excellent
Qwen3.7 Max
Content & Brand #43 / 124
Strong
#10 / 124
Strong
Qwen3.7 Max
Landing Pages #43 / 72
Strong
#10 / 72
Strong
Qwen3.7 Max
Data & Analytics #44 / 110
Excellent
#15 / 110
Excellent
Qwen3.7 Max
Investor & Pitch #44 / 66
Usable
#19 / 66
Strong
Qwen3.7 Max
Chef / Home Cooking #70 / 126
Usable
#47 / 126
Usable
Qwen3.7 Max
Product & Project Management #29 / 110
Excellent
#7 / 110
Excellent
Qwen3.7 Max
Training & Education #33 / 110
Excellent
#13 / 110
Excellent
Qwen3.7 Max
AI Strategy #54 / 126
Strong
#36 / 126
Strong
Qwen3.7 Max
Frontend & Landing Pages #10 / 109
Usable
#14 / 109
Needs editing
Gemini 3.1 Flash Lite
Research & Competitive Analysis #56 / 110
Usable
#58 / 110
Usable
Gemini 3.1 Flash Lite
Knowledge & Docs #33 / 110
Strong
#34 / 110
Strong
Gemini 3.1 Flash Lite
Summarization & Meeting Notes #13 / 110
Excellent
#12 / 110
Excellent
Qwen3.7 Max

Rank = position among every model config we tested in that task area (lower is better). Sorted by biggest gap first.

Frequently asked

Is Gemini 3.1 Flash Lite better than Qwen3.7 Max?

Across 22 task areas we benchmarked, Qwen3.7 Max ranks higher in 19 and Gemini 3.1 Flash Lite in 3.

Which is cheaper, Gemini 3.1 Flash Lite or Qwen3.7 Max?

Gemini 3.1 Flash Lite costs 2.9× less per token ($1.75 vs $5 per 1M).

What is Gemini 3.1 Flash Lite better at?

Gemini 3.1 Flash Lite out-ranks Qwen3.7 Max at Frontend & Landing Pages, Research & Competitive Analysis, Knowledge & Docs.

What is Qwen3.7 Max better at?

Qwen3.7 Max out-ranks Gemini 3.1 Flash Lite at Executive Assistant, Creative & Comedy, Presentations & Decks.

Full Gemini 3.1 Flash Lite review → Full Qwen3.7 Max review → Full model leaderboard → Google vs Qwen — every model, lab against lab →

More comparisons

This page is Spring Prompt, running in public

We just did this for every model. Do it for your prompt.

The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.

  • Generate test cases from your prompt — no eval set required to start.
  • Compare models side by side with quality, cost and latency in one matrix.
  • Optimise the winner until the scores say it's ready to ship.
Experiment · Cold outreach email

Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s