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OpenAI GPT-5.4 Mini VS xAI Grok 4.20

GPT-5.4 Mini vs Grok 4.20: 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 Mini wins 20 of 22 task areas we tested; Grok 4.20 takes 2. Grok 4.20 costs 1.4× less per token ($3.75 vs $5.25 per 1M).

20
Task areas won
2
63
Avg percentile
30
2
Top-3 finishes
0
$5.25
Price / 1M tokens
$3.75
OpenAI
Provider
xAI

Grok 4.20 costs 1.4× less per token ($3.75 vs $5.25 per 1M).

Task by task

Task area GPT-5.4 Mini Grok 4.20 Winner
Translation & Localization #21 / 110
Excellent
#98 / 110
Strong
GPT-5.4 Mini
Knowledge & Docs #3 / 110
Excellent
#70 / 110
Usable
GPT-5.4 Mini
Summarization & Meeting Notes #19 / 110
Excellent
#85 / 110
Excellent
GPT-5.4 Mini
Coding #24 / 115
Strong
#86 / 115
Usable
GPT-5.4 Mini
Legal & HR #26 / 110
Excellent
#87 / 110
Strong
GPT-5.4 Mini
RAG, Safety & Grounding #42 / 113
Excellent
#96 / 113
Strong
GPT-5.4 Mini
Customer Support #21 / 113
Strong
#68 / 113
Usable
GPT-5.4 Mini
Structured Output #1 / 113
Excellent
#48 / 113
Excellent
GPT-5.4 Mini
Sales #40 / 110
Usable
#85 / 110
Usable
GPT-5.4 Mini
Research & Competitive Analysis #11 / 110
Excellent
#52 / 110
Usable
GPT-5.4 Mini
Creative & Comedy #56 / 110 #96 / 110 GPT-5.4 Mini
Data & Analytics #65 / 110
Excellent
#102 / 110
Excellent
GPT-5.4 Mini
Product & Project Management #19 / 110
Excellent
#56 / 110
Strong
GPT-5.4 Mini
Content & Brand #84 / 124
Usable
#118 / 124
Needs editing
GPT-5.4 Mini
Presentations & Decks #16 / 110
Excellent
#46 / 110
Excellent
GPT-5.4 Mini
Frontend & Landing Pages #38 / 109
Needs editing
#15 / 109
Needs editing
Grok 4.20
Landing Pages #45 / 72
Usable
#66 / 72
Usable
GPT-5.4 Mini
Chef / Home Cooking #83 / 126
Usable
#100 / 126
Needs editing
GPT-5.4 Mini
AI Strategy #48 / 126
Strong
#59 / 126
Strong
GPT-5.4 Mini
Training & Education #79 / 110
Strong
#88 / 110
Strong
GPT-5.4 Mini
Investor & Pitch #52 / 66
Usable
#59 / 66
Usable
GPT-5.4 Mini
Executive Assistant #87 / 112
Usable
#83 / 112
Usable
Grok 4.20

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

Frequently asked

Is GPT-5.4 Mini better than Grok 4.20?

Across 22 task areas we benchmarked, GPT-5.4 Mini ranks higher in 20 and Grok 4.20 in 2.

Which is cheaper, GPT-5.4 Mini or Grok 4.20?

Grok 4.20 costs 1.4× less per token ($3.75 vs $5.25 per 1M).

What is GPT-5.4 Mini better at?

GPT-5.4 Mini out-ranks Grok 4.20 at Translation & Localization, Knowledge & Docs, Summarization & Meeting Notes.

What is Grok 4.20 better at?

Grok 4.20 out-ranks GPT-5.4 Mini at Frontend & Landing Pages, Executive Assistant.

Full GPT-5.4 Mini review → Full Grok 4.20 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