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OpenAI GPT-5 Mini VS OpenAI GPT-5.4

GPT-5 Mini vs GPT-5.4: 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.

GPT-5.4 wins 19 of 22 task areas we tested; GPT-5 Mini takes 3. GPT-5 Mini costs 7.8× less per token ($2.25 vs $17.5 per 1M).

3
Task areas won
19
50
Avg percentile
84
1
Top-3 finishes
3
$2.25
Price / 1M tokens
$17.5
OpenAI
Provider
OpenAI

GPT-5 Mini costs 7.8× less per token ($2.25 vs $17.5 per 1M).

Task by task

Task area GPT-5 Mini GPT-5.4 Winner
Customer Support #104 / 113
Usable
#13 / 113
Strong
GPT-5.4
Executive Assistant #108 / 112
Usable
#25 / 112
Strong
GPT-5.4
Summarization & Meeting Notes #81 / 110
Excellent
#11 / 110
Excellent
GPT-5.4
Creative & Comedy #70 / 110 #6 / 110 GPT-5.4
AI Strategy #100 / 126
Usable
#37 / 126
Strong
GPT-5.4
Content & Brand #69 / 124
Strong
#7 / 124
Strong
GPT-5.4
Sales #102 / 110
Needs editing
#41 / 110
Usable
GPT-5.4
RAG, Safety & Grounding #78 / 113
Excellent
#29 / 113
Excellent
GPT-5.4
Investor & Pitch #50 / 66
Usable
#7 / 66
Strong
GPT-5.4
Knowledge & Docs #41 / 110
Strong
#1 / 110
Excellent
GPT-5.4
Presentations & Decks #39 / 110
Excellent
#1 / 110
Excellent
GPT-5.4
Translation & Localization #52 / 110
Excellent
#17 / 110
Excellent
GPT-5.4
Coding #37 / 115
Strong
#9 / 115
Excellent
GPT-5.4
Landing Pages #50 / 72
Usable
#22 / 72
Strong
GPT-5.4
Chef / Home Cooking #45 / 126
Usable
#19 / 126
Strong
GPT-5.4
Research & Competitive Analysis #21 / 110
Excellent
#1 / 110
Excellent
GPT-5.4
Data & Analytics #27 / 110
Excellent
#42 / 110
Excellent
GPT-5 Mini
Product & Project Management #1 / 110
Excellent
#13 / 110
Excellent
GPT-5 Mini
Training & Education #81 / 110
Strong
#69 / 110
Strong
GPT-5.4
Legal & HR #10 / 110
Excellent
#20 / 110
Excellent
GPT-5 Mini
Structured Output #17 / 113
Excellent
#9 / 113
Excellent
GPT-5.4
Frontend & Landing Pages #12 / 109
Needs editing
#5 / 109
Usable
GPT-5.4

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

Frequently asked

Is GPT-5 Mini better than GPT-5.4?

Across 22 task areas we benchmarked, GPT-5.4 ranks higher in 19 and GPT-5 Mini in 3.

Which is cheaper, GPT-5 Mini or GPT-5.4?

GPT-5 Mini costs 7.8× less per token ($2.25 vs $17.5 per 1M).

What is GPT-5 Mini better at?

GPT-5 Mini out-ranks GPT-5.4 at Data & Analytics, Product & Project Management, Legal & HR.

What is GPT-5.4 better at?

GPT-5.4 out-ranks GPT-5 Mini at Customer Support, Executive Assistant, Summarization & Meeting Notes.

Full GPT-5 Mini review → Full GPT-5.4 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