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DeepSeek DeepSeek V4 Pro VS MiniMax MiniMax M3

DeepSeek V4 Pro vs MiniMax M3: 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 V4 Pro wins 12 of 22 task areas we tested; MiniMax M3 takes 10. DeepSeek V4 Pro costs 1.1× less per token ($1.305 vs $1.5 per 1M).

12
Task areas won
10
67
Avg percentile
65
0
Top-3 finishes
4
$1.3
Price / 1M tokens
$1.5
DeepSeek
Provider
MiniMax

DeepSeek V4 Pro costs 1.1× less per token ($1.305 vs $1.5 per 1M).

Task by task

Task area DeepSeek V4 Pro MiniMax M3 Winner
Data & Analytics #60 / 110
Excellent
#1 / 110
Excellent
MiniMax M3
RAG, Safety & Grounding #27 / 113
Excellent
#72 / 113
Excellent
DeepSeek V4 Pro
Chef / Home Cooking #32 / 126
Usable
#74 / 126
Usable
DeepSeek V4 Pro
Knowledge & Docs #25 / 110
Strong
#67 / 110
Usable
DeepSeek V4 Pro
Sales #44 / 110
Usable
#2 / 110
Strong
MiniMax M3
Structured Output #23 / 113
Excellent
#65 / 113
Strong
DeepSeek V4 Pro
AI Strategy #68 / 126
Strong
#27 / 126
Strong
MiniMax M3
Customer Support #52 / 113
Strong
#83 / 113
Usable
DeepSeek V4 Pro
Summarization & Meeting Notes #55 / 110
Excellent
#79 / 110
Excellent
DeepSeek V4 Pro
Translation & Localization #32 / 110
Excellent
#55 / 110
Excellent
DeepSeek V4 Pro
Investor & Pitch #33 / 66
Strong
#12 / 66
Strong
MiniMax M3
Frontend & Landing Pages #6 / 109
Usable
#20 / 109
Needs editing
DeepSeek V4 Pro
Landing Pages #16 / 72
Strong
#2 / 72
Strong
MiniMax M3
Research & Competitive Analysis #44 / 110
Strong
#33 / 110
Strong
MiniMax M3
Product & Project Management #12 / 110
Excellent
#3 / 110
Excellent
MiniMax M3
Coding #43 / 115
Strong
#49 / 115
Strong
DeepSeek V4 Pro
Legal & HR #40 / 110
Excellent
#34 / 110
Excellent
MiniMax M3
Creative & Comedy #50 / 110 #55 / 110 DeepSeek V4 Pro
Presentations & Decks #31 / 110
Excellent
#29 / 110
Excellent
MiniMax M3
Content & Brand #29 / 124
Strong
#28 / 124
Strong
MiniMax M3
Executive Assistant #38 / 112
Strong
#39 / 112
Strong
DeepSeek V4 Pro
Training & Education #41 / 110
Excellent
#42 / 110
Excellent
DeepSeek V4 Pro

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

Frequently asked

Is DeepSeek V4 Pro better than MiniMax M3?

Across 22 task areas we benchmarked, DeepSeek V4 Pro ranks higher in 12 and MiniMax M3 in 10.

Which is cheaper, DeepSeek V4 Pro or MiniMax M3?

DeepSeek V4 Pro costs 1.1× less per token ($1.305 vs $1.5 per 1M).

What is DeepSeek V4 Pro better at?

DeepSeek V4 Pro out-ranks MiniMax M3 at RAG, Safety & Grounding, Chef / Home Cooking, Knowledge & Docs.

What is MiniMax M3 better at?

MiniMax M3 out-ranks DeepSeek V4 Pro at Data & Analytics, Sales, AI Strategy.

Full DeepSeek V4 Pro review → Full MiniMax M3 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