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Anthropic Claude Sonnet 4.6 VS xAI Grok 4.20

Claude Sonnet 4.6 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.

Claude Sonnet 4.6 wins 20 of 22 task areas we tested; Grok 4.20 takes 2. Grok 4.20 costs 4.8× less per token ($3.75 vs $18 per 1M).

20
Task areas won
2
76
Avg percentile
30
3
Top-3 finishes
0
$18.0
Price / 1M tokens
$3.75
Anthropic
Provider
xAI

Grok 4.20 costs 4.8× less per token ($3.75 vs $18 per 1M).

Task by task

Task area Claude Sonnet 4.6 Grok 4.20 Winner
Data & Analytics #6 / 110
Excellent
#102 / 110
Excellent
Claude Sonnet 4.6
Content & Brand #31 / 124
Strong
#118 / 124
Needs editing
Claude Sonnet 4.6
Translation & Localization #13 / 110
Excellent
#98 / 110
Strong
Claude Sonnet 4.6
Legal & HR #3 / 110
Excellent
#87 / 110
Strong
Claude Sonnet 4.6
Executive Assistant #1 / 112
Strong
#83 / 112
Usable
Claude Sonnet 4.6
Chef / Home Cooking #20 / 126
Usable
#100 / 126
Needs editing
Claude Sonnet 4.6
Training & Education #9 / 110
Excellent
#88 / 110
Strong
Claude Sonnet 4.6
Creative & Comedy #19 / 110 #96 / 110 Claude Sonnet 4.6
Sales #13 / 110
Strong
#85 / 110
Usable
Claude Sonnet 4.6
Landing Pages #5 / 72
Strong
#66 / 72
Usable
Claude Sonnet 4.6
Coding #29 / 115
Strong
#86 / 115
Usable
Claude Sonnet 4.6
Structured Output #105 / 113
Usable
#48 / 113
Excellent
Grok 4.20
AI Strategy #3 / 126
Strong
#59 / 126
Strong
Claude Sonnet 4.6
Investor & Pitch #4 / 66
Strong
#59 / 66
Usable
Claude Sonnet 4.6
Summarization & Meeting Notes #37 / 110
Excellent
#85 / 110
Excellent
Claude Sonnet 4.6
Knowledge & Docs #35 / 110
Strong
#70 / 110
Usable
Claude Sonnet 4.6
RAG, Safety & Grounding #73 / 113
Excellent
#96 / 113
Strong
Claude Sonnet 4.6
Research & Competitive Analysis #35 / 110
Strong
#52 / 110
Usable
Claude Sonnet 4.6
Presentations & Decks #35 / 110
Excellent
#46 / 110
Excellent
Claude Sonnet 4.6
Frontend & Landing Pages #23 / 109
Needs editing
#15 / 109
Needs editing
Grok 4.20
Product & Project Management #48 / 110
Strong
#56 / 110
Strong
Claude Sonnet 4.6
Customer Support #62 / 113
Strong
#68 / 113
Usable
Claude Sonnet 4.6

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

Frequently asked

Is Claude Sonnet 4.6 better than Grok 4.20?

Across 22 task areas we benchmarked, Claude Sonnet 4.6 ranks higher in 20 and Grok 4.20 in 2.

Which is cheaper, Claude Sonnet 4.6 or Grok 4.20?

Grok 4.20 costs 4.8× less per token ($3.75 vs $18 per 1M).

What is Claude Sonnet 4.6 better at?

Claude Sonnet 4.6 out-ranks Grok 4.20 at Data & Analytics, Content & Brand, Translation & Localization.

What is Grok 4.20 better at?

Grok 4.20 out-ranks Claude Sonnet 4.6 at Structured Output, Frontend & Landing Pages.

Full Claude Sonnet 4.6 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.
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  • 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