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Google Gemini 3.1 Flash Lite VS Google Gemini 3.1 Pro Preview

Gemini 3.1 Flash Lite vs Gemini 3.1 Pro Preview: 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.

Gemini 3.1 Pro Preview wins 20 of 22 task areas we tested; Gemini 3.1 Flash Lite takes 2. Gemini 3.1 Flash Lite costs 8.0× less per token ($1.75 vs $14 per 1M).

2
Task areas won
20
53
Avg percentile
82
0
Top-3 finishes
1
$1.75
Price / 1M tokens
$14.0
Google
Provider
Google

Gemini 3.1 Flash Lite costs 8.0× less per token ($1.75 vs $14 per 1M).

Task by task

Task area Gemini 3.1 Flash Lite Gemini 3.1 Pro Preview Winner
Executive Assistant #101 / 112
Usable
#14 / 112
Strong
Gemini 3.1 Pro Preview
Creative & Comedy #85 / 110 #4 / 110 Gemini 3.1 Pro Preview
Legal & HR #86 / 110
Strong
#17 / 110
Excellent
Gemini 3.1 Pro Preview
Chef / Home Cooking #70 / 126
Usable
#6 / 126
Strong
Gemini 3.1 Pro Preview
Presentations & Decks #80 / 110
Strong
#24 / 110
Excellent
Gemini 3.1 Pro Preview
Customer Support #54 / 113
Strong
#2 / 113
Strong
Gemini 3.1 Pro Preview
RAG, Safety & Grounding #58 / 113
Excellent
#8 / 113
Excellent
Gemini 3.1 Pro Preview
Sales #67 / 110
Usable
#32 / 110
Strong
Gemini 3.1 Pro Preview
Content & Brand #43 / 124
Strong
#11 / 124
Strong
Gemini 3.1 Pro Preview
Investor & Pitch #44 / 66
Usable
#13 / 66
Strong
Gemini 3.1 Pro Preview
Landing Pages #43 / 72
Strong
#14 / 72
Strong
Gemini 3.1 Pro Preview
Training & Education #33 / 110
Excellent
#4 / 110
Excellent
Gemini 3.1 Pro Preview
Translation & Localization #39 / 110
Excellent
#14 / 110
Excellent
Gemini 3.1 Pro Preview
Frontend & Landing Pages #10 / 109
Usable
#34 / 109
Needs editing
Gemini 3.1 Flash Lite
AI Strategy #54 / 126
Strong
#33 / 126
Strong
Gemini 3.1 Pro Preview
Structured Output #36 / 113
Excellent
#15 / 113
Excellent
Gemini 3.1 Pro Preview
Knowledge & Docs #33 / 110
Strong
#19 / 110
Strong
Gemini 3.1 Pro Preview
Research & Competitive Analysis #56 / 110
Usable
#42 / 110
Strong
Gemini 3.1 Pro Preview
Summarization & Meeting Notes #13 / 110
Excellent
#4 / 110
Excellent
Gemini 3.1 Pro Preview
Coding #58 / 115
Strong
#64 / 115
Strong
Gemini 3.1 Flash Lite
Data & Analytics #44 / 110
Excellent
#39 / 110
Excellent
Gemini 3.1 Pro Preview
Product & Project Management #29 / 110
Excellent
#25 / 110
Excellent
Gemini 3.1 Pro Preview

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 Gemini 3.1 Pro Preview?

Across 22 task areas we benchmarked, Gemini 3.1 Pro Preview ranks higher in 20 and Gemini 3.1 Flash Lite in 2.

Which is cheaper, Gemini 3.1 Flash Lite or Gemini 3.1 Pro Preview?

Gemini 3.1 Flash Lite costs 8.0× less per token ($1.75 vs $14 per 1M).

What is Gemini 3.1 Flash Lite better at?

Gemini 3.1 Flash Lite out-ranks Gemini 3.1 Pro Preview at Frontend & Landing Pages, Coding.

What is Gemini 3.1 Pro Preview better at?

Gemini 3.1 Pro Preview out-ranks Gemini 3.1 Flash Lite at Executive Assistant, Creative & Comedy, Legal & HR.

Full Gemini 3.1 Flash Lite review → Full Gemini 3.1 Pro Preview review → Full model leaderboard →

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