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OpenAI GPT-5.4 Mini VS xAI Grok 4.20 Beta

GPT-5.4 Mini vs Grok 4.20 Beta: 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 17 of 22 task areas we tested; Grok 4.20 Beta takes 5. GPT-5.4 Mini costs 1.5× less per token ($5.25 vs $8 per 1M).

17
Task areas won
5
63
Avg percentile
36
2
Top-3 finishes
0
$5.25
Price / 1M tokens
$8.0
OpenAI
Provider
xAI

GPT-5.4 Mini costs 1.5× less per token ($5.25 vs $8 per 1M).

Task by task

Task area GPT-5.4 Mini Grok 4.20 Beta Winner
Knowledge & Docs #3 / 110
Excellent
#86 / 110
Usable
GPT-5.4 Mini
Legal & HR #26 / 110
Excellent
#106 / 110
Strong
GPT-5.4 Mini
Summarization & Meeting Notes #19 / 110
Excellent
#95 / 110
Excellent
GPT-5.4 Mini
Research & Competitive Analysis #11 / 110
Excellent
#86 / 110
Needs editing
GPT-5.4 Mini
Translation & Localization #21 / 110
Excellent
#90 / 110
Strong
GPT-5.4 Mini
Coding #24 / 115
Strong
#77 / 115
Strong
GPT-5.4 Mini
Customer Support #21 / 113
Strong
#72 / 113
Usable
GPT-5.4 Mini
RAG, Safety & Grounding #42 / 113
Excellent
#93 / 113
Strong
GPT-5.4 Mini
Chef / Home Cooking #83 / 126
Usable
#38 / 126
Usable
Grok 4.20 Beta
Structured Output #1 / 113
Excellent
#43 / 113
Excellent
GPT-5.4 Mini
Presentations & Decks #16 / 110
Excellent
#56 / 110
Strong
GPT-5.4 Mini
Creative & Comedy #56 / 110 #92 / 110 GPT-5.4 Mini
Data & Analytics #65 / 110
Excellent
#91 / 110
Excellent
GPT-5.4 Mini
Executive Assistant #87 / 112
Usable
#69 / 112
Strong
Grok 4.20 Beta
Content & Brand #84 / 124
Usable
#99 / 124
Usable
GPT-5.4 Mini
Landing Pages #45 / 72
Usable
#60 / 72
Usable
GPT-5.4 Mini
Product & Project Management #19 / 110
Excellent
#31 / 110
Excellent
GPT-5.4 Mini
Investor & Pitch #52 / 66
Usable
#43 / 66
Usable
Grok 4.20 Beta
Frontend & Landing Pages #38 / 109
Needs editing
#32 / 109
Needs editing
Grok 4.20 Beta
Sales #40 / 110
Usable
#46 / 110
Usable
GPT-5.4 Mini
Training & Education #79 / 110
Strong
#76 / 110
Strong
Grok 4.20 Beta
AI Strategy #48 / 126
Strong
#49 / 126
Strong
GPT-5.4 Mini

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 Beta?

Across 22 task areas we benchmarked, GPT-5.4 Mini ranks higher in 17 and Grok 4.20 Beta in 5.

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

GPT-5.4 Mini costs 1.5× less per token ($5.25 vs $8 per 1M).

What is GPT-5.4 Mini better at?

GPT-5.4 Mini out-ranks Grok 4.20 Beta at Knowledge & Docs, Legal & HR, Summarization & Meeting Notes.

What is Grok 4.20 Beta better at?

Grok 4.20 Beta out-ranks GPT-5.4 Mini at Chef / Home Cooking, Executive Assistant, Investor & Pitch.

Full GPT-5.4 Mini review → Full Grok 4.20 Beta 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