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Google Gemini 3.1 Flash Lite VS xAI Grok 4.20

Gemini 3.1 Flash Lite 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 Flash Lite wins 19 of 22 task areas we tested; Grok 4.20 takes 3. Gemini 3.1 Flash Lite costs 2.1× less per token ($1.75 vs $3.75 per 1M).

19
Task areas won
3
53
Avg percentile
30
0
Top-3 finishes
0
$1.75
Price / 1M tokens
$3.75
Google
Provider
xAI

Gemini 3.1 Flash Lite costs 2.1× less per token ($1.75 vs $3.75 per 1M).

Task by task

Task area Gemini 3.1 Flash Lite Grok 4.20 Winner
Content & Brand #43 / 124
Strong
#118 / 124
Needs editing
Gemini 3.1 Flash Lite
Summarization & Meeting Notes #13 / 110
Excellent
#85 / 110
Excellent
Gemini 3.1 Flash Lite
Translation & Localization #39 / 110
Excellent
#98 / 110
Strong
Gemini 3.1 Flash Lite
Data & Analytics #44 / 110
Excellent
#102 / 110
Excellent
Gemini 3.1 Flash Lite
Training & Education #33 / 110
Excellent
#88 / 110
Strong
Gemini 3.1 Flash Lite
RAG, Safety & Grounding #58 / 113
Excellent
#96 / 113
Strong
Gemini 3.1 Flash Lite
Knowledge & Docs #33 / 110
Strong
#70 / 110
Usable
Gemini 3.1 Flash Lite
Presentations & Decks #80 / 110
Strong
#46 / 110
Excellent
Grok 4.20
Chef / Home Cooking #70 / 126
Usable
#100 / 126
Needs editing
Gemini 3.1 Flash Lite
Coding #58 / 115
Strong
#86 / 115
Usable
Gemini 3.1 Flash Lite
Product & Project Management #29 / 110
Excellent
#56 / 110
Strong
Gemini 3.1 Flash Lite
Landing Pages #43 / 72
Strong
#66 / 72
Usable
Gemini 3.1 Flash Lite
Executive Assistant #101 / 112
Usable
#83 / 112
Usable
Grok 4.20
Sales #67 / 110
Usable
#85 / 110
Usable
Gemini 3.1 Flash Lite
Investor & Pitch #44 / 66
Usable
#59 / 66
Usable
Gemini 3.1 Flash Lite
Customer Support #54 / 113
Strong
#68 / 113
Usable
Gemini 3.1 Flash Lite
Structured Output #36 / 113
Excellent
#48 / 113
Excellent
Gemini 3.1 Flash Lite
Creative & Comedy #85 / 110 #96 / 110 Gemini 3.1 Flash Lite
AI Strategy #54 / 126
Strong
#59 / 126
Strong
Gemini 3.1 Flash Lite
Frontend & Landing Pages #10 / 109
Usable
#15 / 109
Needs editing
Gemini 3.1 Flash Lite
Research & Competitive Analysis #56 / 110
Usable
#52 / 110
Usable
Grok 4.20
Legal & HR #86 / 110
Strong
#87 / 110
Strong
Gemini 3.1 Flash Lite

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 Flash Lite better than Grok 4.20?

Across 22 task areas we benchmarked, Gemini 3.1 Flash Lite ranks higher in 19 and Grok 4.20 in 3.

Which is cheaper, Gemini 3.1 Flash Lite or Grok 4.20?

Gemini 3.1 Flash Lite costs 2.1× less per token ($1.75 vs $3.75 per 1M).

What is Gemini 3.1 Flash Lite better at?

Gemini 3.1 Flash Lite out-ranks Grok 4.20 at Content & Brand, Summarization & Meeting Notes, Translation & Localization.

What is Grok 4.20 better at?

Grok 4.20 out-ranks Gemini 3.1 Flash Lite at Presentations & Decks, Executive Assistant, Research & Competitive Analysis.

Full Gemini 3.1 Flash Lite 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