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DeepSeek DeepSeek V3.1 Terminus VS xAI Grok 4.20

DeepSeek V3.1 Terminus 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.

DeepSeek V3.1 Terminus wins 12 of 22 task areas we tested; Grok 4.20 takes 10. DeepSeek V3.1 Terminus costs 3.1× less per token ($1.22 vs $3.75 per 1M).

12
Task areas won
10
36
Avg percentile
30
0
Top-3 finishes
0
$1.22
Price / 1M tokens
$3.75
DeepSeek
Provider
xAI

DeepSeek V3.1 Terminus costs 3.1× less per token ($1.22 vs $3.75 per 1M).

Task by task

Task area DeepSeek V3.1 Terminus Grok 4.20 Winner
Training & Education #31 / 110
Excellent
#88 / 110
Strong
DeepSeek V3.1 Terminus
Summarization & Meeting Notes #32 / 110
Excellent
#85 / 110
Excellent
DeepSeek V3.1 Terminus
Data & Analytics #56 / 110
Excellent
#102 / 110
Excellent
DeepSeek V3.1 Terminus
Presentations & Decks #91 / 110
Strong
#46 / 110
Excellent
Grok 4.20
AI Strategy #101 / 126
Usable
#59 / 126
Strong
Grok 4.20
Landing Pages #44 / 72
Strong
#66 / 72
Usable
DeepSeek V3.1 Terminus
Knowledge & Docs #50 / 110
Usable
#70 / 110
Usable
DeepSeek V3.1 Terminus
Product & Project Management #36 / 110
Strong
#56 / 110
Strong
DeepSeek V3.1 Terminus
Content & Brand #100 / 124
Usable
#118 / 124
Needs editing
DeepSeek V3.1 Terminus
Frontend & Landing Pages #33 / 109
Needs editing
#15 / 109
Needs editing
Grok 4.20
Structured Output #63 / 113
Excellent
#48 / 113
Excellent
Grok 4.20
Sales #97 / 110
Needs editing
#85 / 110
Usable
Grok 4.20
RAG, Safety & Grounding #85 / 113
Excellent
#96 / 113
Strong
DeepSeek V3.1 Terminus
Legal & HR #95 / 110
Strong
#87 / 110
Strong
Grok 4.20
Creative & Comedy #89 / 110 #96 / 110 DeepSeek V3.1 Terminus
Coding #92 / 115
Usable
#86 / 115
Usable
Grok 4.20
Executive Assistant #77 / 112
Usable
#83 / 112
Usable
DeepSeek V3.1 Terminus
Research & Competitive Analysis #46 / 110
Strong
#52 / 110
Usable
DeepSeek V3.1 Terminus
Chef / Home Cooking #95 / 126
Usable
#100 / 126
Needs editing
DeepSeek V3.1 Terminus
Investor & Pitch #64 / 66
Needs editing
#59 / 66
Usable
Grok 4.20
Translation & Localization #101 / 110
Strong
#98 / 110
Strong
Grok 4.20
Customer Support #69 / 113
Usable
#68 / 113
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 DeepSeek V3.1 Terminus better than Grok 4.20?

Across 22 task areas we benchmarked, DeepSeek V3.1 Terminus ranks higher in 12 and Grok 4.20 in 10.

Which is cheaper, DeepSeek V3.1 Terminus or Grok 4.20?

DeepSeek V3.1 Terminus costs 3.1× less per token ($1.22 vs $3.75 per 1M).

What is DeepSeek V3.1 Terminus better at?

DeepSeek V3.1 Terminus out-ranks Grok 4.20 at Training & Education, Summarization & Meeting Notes, Data & Analytics.

What is Grok 4.20 better at?

Grok 4.20 out-ranks DeepSeek V3.1 Terminus at Presentations & Decks, AI Strategy, Frontend & Landing Pages.

Full DeepSeek V3.1 Terminus 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