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Google Gemini 3.1 Pro Preview VS xAI Grok 4.20

Gemini 3.1 Pro Preview 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.

Gemini 3.1 Pro Preview wins 21 of 22 task areas we tested; Grok 4.20 takes 1. Grok 4.20 costs 3.7× less per token ($3.75 vs $14 per 1M).

21
Task areas won
1
82
Avg percentile
30
1
Top-3 finishes
0
$14.0
Price / 1M tokens
$3.75
Google
Provider
xAI

Grok 4.20 costs 3.7× less per token ($3.75 vs $14 per 1M).

Task by task

Task area Gemini 3.1 Pro Preview Grok 4.20 Winner
Content & Brand #11 / 124
Strong
#118 / 124
Needs editing
Gemini 3.1 Pro Preview
Chef / Home Cooking #6 / 126
Strong
#100 / 126
Needs editing
Gemini 3.1 Pro Preview
Creative & Comedy #4 / 110 #96 / 110 Gemini 3.1 Pro Preview
RAG, Safety & Grounding #8 / 113
Excellent
#96 / 113
Strong
Gemini 3.1 Pro Preview
Training & Education #4 / 110
Excellent
#88 / 110
Strong
Gemini 3.1 Pro Preview
Translation & Localization #14 / 110
Excellent
#98 / 110
Strong
Gemini 3.1 Pro Preview
Summarization & Meeting Notes #4 / 110
Excellent
#85 / 110
Excellent
Gemini 3.1 Pro Preview
Legal & HR #17 / 110
Excellent
#87 / 110
Strong
Gemini 3.1 Pro Preview
Executive Assistant #14 / 112
Strong
#83 / 112
Usable
Gemini 3.1 Pro Preview
Customer Support #2 / 113
Strong
#68 / 113
Usable
Gemini 3.1 Pro Preview
Data & Analytics #39 / 110
Excellent
#102 / 110
Excellent
Gemini 3.1 Pro Preview
Sales #32 / 110
Strong
#85 / 110
Usable
Gemini 3.1 Pro Preview
Landing Pages #14 / 72
Strong
#66 / 72
Usable
Gemini 3.1 Pro Preview
Knowledge & Docs #19 / 110
Strong
#70 / 110
Usable
Gemini 3.1 Pro Preview
Investor & Pitch #13 / 66
Strong
#59 / 66
Usable
Gemini 3.1 Pro Preview
Structured Output #15 / 113
Excellent
#48 / 113
Excellent
Gemini 3.1 Pro Preview
Product & Project Management #25 / 110
Excellent
#56 / 110
Strong
Gemini 3.1 Pro Preview
AI Strategy #33 / 126
Strong
#59 / 126
Strong
Gemini 3.1 Pro Preview
Coding #64 / 115
Strong
#86 / 115
Usable
Gemini 3.1 Pro Preview
Presentations & Decks #24 / 110
Excellent
#46 / 110
Excellent
Gemini 3.1 Pro Preview
Frontend & Landing Pages #34 / 109
Needs editing
#15 / 109
Needs editing
Grok 4.20
Research & Competitive Analysis #42 / 110
Strong
#52 / 110
Usable
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 Pro Preview better than Grok 4.20?

Across 22 task areas we benchmarked, Gemini 3.1 Pro Preview ranks higher in 21 and Grok 4.20 in 1.

Which is cheaper, Gemini 3.1 Pro Preview or Grok 4.20?

Grok 4.20 costs 3.7× less per token ($3.75 vs $14 per 1M).

What is Gemini 3.1 Pro Preview better at?

Gemini 3.1 Pro Preview out-ranks Grok 4.20 at Content & Brand, Chef / Home Cooking, Creative & Comedy.

What is Grok 4.20 better at?

Grok 4.20 out-ranks Gemini 3.1 Pro Preview at Frontend & Landing Pages.

Full Gemini 3.1 Pro Preview 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