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Google Gemini 3 Flash Preview VS OpenAI GPT-5.4 Mini

Gemini 3 Flash Preview vs GPT-5.4 Mini: 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 Flash Preview wins 12 of 22 task areas we tested; GPT-5.4 Mini takes 10. Gemini 3 Flash Preview costs 1.5× less per token ($3.5 vs $5.25 per 1M).

12
Task areas won
10
60
Avg percentile
63
1
Top-3 finishes
2
$3.5
Price / 1M tokens
$5.25
Google
Provider
OpenAI

Gemini 3 Flash Preview costs 1.5× less per token ($3.5 vs $5.25 per 1M).

Task by task

Task area Gemini 3 Flash Preview GPT-5.4 Mini Winner
Training & Education #11 / 110
Excellent
#79 / 110
Strong
Gemini 3 Flash Preview
Research & Competitive Analysis #71 / 110
Usable
#11 / 110
Excellent
GPT-5.4 Mini
Product & Project Management #69 / 110
Strong
#19 / 110
Excellent
GPT-5.4 Mini
Knowledge & Docs #49 / 110
Usable
#3 / 110
Excellent
GPT-5.4 Mini
Translation & Localization #67 / 110
Excellent
#21 / 110
Excellent
GPT-5.4 Mini
Content & Brand #39 / 124
Strong
#84 / 124
Usable
Gemini 3 Flash Preview
Chef / Home Cooking #39 / 126
Usable
#83 / 126
Usable
Gemini 3 Flash Preview
Summarization & Meeting Notes #61 / 110
Excellent
#19 / 110
Excellent
GPT-5.4 Mini
Frontend & Landing Pages #1 / 109
Usable
#38 / 109
Needs editing
Gemini 3 Flash Preview
Presentations & Decks #52 / 110
Excellent
#16 / 110
Excellent
GPT-5.4 Mini
Structured Output #34 / 113
Excellent
#1 / 113
Excellent
GPT-5.4 Mini
RAG, Safety & Grounding #13 / 113
Excellent
#42 / 113
Excellent
Gemini 3 Flash Preview
Legal & HR #47 / 110
Excellent
#26 / 110
Excellent
GPT-5.4 Mini
Data & Analytics #47 / 110
Excellent
#65 / 110
Excellent
Gemini 3 Flash Preview
Customer Support #34 / 113
Strong
#21 / 113
Strong
GPT-5.4 Mini
AI Strategy #38 / 126
Strong
#48 / 126
Strong
Gemini 3 Flash Preview
Landing Pages #35 / 72
Strong
#45 / 72
Usable
Gemini 3 Flash Preview
Creative & Comedy #51 / 110 #56 / 110 Gemini 3 Flash Preview
Executive Assistant #92 / 112
Usable
#87 / 112
Usable
GPT-5.4 Mini
Investor & Pitch #47 / 66
Usable
#52 / 66
Usable
Gemini 3 Flash Preview
Sales #35 / 110
Usable
#40 / 110
Usable
Gemini 3 Flash Preview
Coding #22 / 115
Strong
#24 / 115
Strong
Gemini 3 Flash 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 Flash Preview better than GPT-5.4 Mini?

Across 22 task areas we benchmarked, Gemini 3 Flash Preview ranks higher in 12 and GPT-5.4 Mini in 10.

Which is cheaper, Gemini 3 Flash Preview or GPT-5.4 Mini?

Gemini 3 Flash Preview costs 1.5× less per token ($3.5 vs $5.25 per 1M).

What is Gemini 3 Flash Preview better at?

Gemini 3 Flash Preview out-ranks GPT-5.4 Mini at Training & Education, Content & Brand, Chef / Home Cooking.

What is GPT-5.4 Mini better at?

GPT-5.4 Mini out-ranks Gemini 3 Flash Preview at Research & Competitive Analysis, Product & Project Management, Knowledge & Docs.

Full Gemini 3 Flash Preview review → Full GPT-5.4 Mini review → Full model leaderboard → Google vs OpenAI — 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