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DeepSeek DeepSeek V4 Pro VS MoonshotAI Kimi K2.7 Code

DeepSeek V4 Pro vs Kimi K2.7 Code: 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.

Kimi K2.7 Code wins 15 of 22 task areas we tested; DeepSeek V4 Pro takes 7. DeepSeek V4 Pro costs 3.2× less per token ($1.305 vs $4.24 per 1M).

7
Task areas won
15
67
Avg percentile
73
0
Top-3 finishes
0
$1.3
Price / 1M tokens
$4.24
DeepSeek
Provider
MoonshotAI

DeepSeek V4 Pro costs 3.2× less per token ($1.305 vs $4.24 per 1M).

Task by task

Task area DeepSeek V4 Pro Kimi K2.7 Code Winner
Frontend & Landing Pages #6 / 109
Usable
#54 / 109
Needs editing
DeepSeek V4 Pro
Customer Support #52 / 113
Strong
#10 / 113
Strong
Kimi K2.7 Code
Executive Assistant #38 / 112
Strong
#6 / 112
Strong
Kimi K2.7 Code
Data & Analytics #60 / 110
Excellent
#31 / 110
Excellent
Kimi K2.7 Code
Chef / Home Cooking #32 / 126
Usable
#58 / 126
Usable
DeepSeek V4 Pro
Legal & HR #40 / 110
Excellent
#14 / 110
Excellent
Kimi K2.7 Code
Presentations & Decks #31 / 110
Excellent
#5 / 110
Excellent
Kimi K2.7 Code
AI Strategy #68 / 126
Strong
#44 / 126
Strong
Kimi K2.7 Code
Research & Competitive Analysis #44 / 110
Strong
#20 / 110
Excellent
Kimi K2.7 Code
Structured Output #23 / 113
Excellent
#46 / 113
Excellent
DeepSeek V4 Pro
Content & Brand #29 / 124
Strong
#48 / 124
Strong
DeepSeek V4 Pro
Investor & Pitch #33 / 66
Strong
#15 / 66
Strong
Kimi K2.7 Code
Translation & Localization #32 / 110
Excellent
#48 / 110
Excellent
DeepSeek V4 Pro
Knowledge & Docs #25 / 110
Strong
#16 / 110
Excellent
Kimi K2.7 Code
Summarization & Meeting Notes #55 / 110
Excellent
#47 / 110
Excellent
Kimi K2.7 Code
Creative & Comedy #50 / 110 #44 / 110 Kimi K2.7 Code
RAG, Safety & Grounding #27 / 113
Excellent
#21 / 113
Excellent
Kimi K2.7 Code
Sales #44 / 110
Usable
#48 / 110
Usable
DeepSeek V4 Pro
Coding #43 / 115
Strong
#41 / 115
Strong
Kimi K2.7 Code
Product & Project Management #12 / 110
Excellent
#10 / 110
Excellent
Kimi K2.7 Code
Training & Education #41 / 110
Excellent
#39 / 110
Excellent
Kimi K2.7 Code
Landing Pages #16 / 72
Strong
#17 / 72
Strong
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 Kimi K2.7 Code?

Across 22 task areas we benchmarked, Kimi K2.7 Code ranks higher in 15 and DeepSeek V4 Pro in 7.

Which is cheaper, DeepSeek V4 Pro or Kimi K2.7 Code?

DeepSeek V4 Pro costs 3.2× less per token ($1.305 vs $4.24 per 1M).

What is DeepSeek V4 Pro better at?

DeepSeek V4 Pro out-ranks Kimi K2.7 Code at Frontend & Landing Pages, Chef / Home Cooking, Structured Output.

What is Kimi K2.7 Code better at?

Kimi K2.7 Code out-ranks DeepSeek V4 Pro at Customer Support, Executive Assistant, Data & Analytics.

Full DeepSeek V4 Pro review → Full Kimi K2.7 Code 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