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OpenAI GPT-5.5 VS MoonshotAI Kimi K2.7 Code

GPT-5.5 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.

GPT-5.5 wins 17 of 22 task areas we tested; Kimi K2.7 Code takes 5. Kimi K2.7 Code costs 8.3× less per token ($4.24 vs $35 per 1M).

17
Task areas won
5
86
Avg percentile
73
6
Top-3 finishes
0
$35.0
Price / 1M tokens
$4.24
OpenAI
Provider
MoonshotAI

Kimi K2.7 Code costs 8.3× less per token ($4.24 vs $35 per 1M).

Task by task

Task area GPT-5.5 Kimi K2.7 Code Winner
Chef / Home Cooking #4 / 126
Strong
#58 / 126
Usable
GPT-5.5
Translation & Localization #3 / 110
Excellent
#48 / 110
Excellent
GPT-5.5
Content & Brand #4 / 124
Strong
#48 / 124
Strong
GPT-5.5
Structured Output #3 / 113
Excellent
#46 / 113
Excellent
GPT-5.5
Creative & Comedy #2 / 110 #44 / 110 GPT-5.5
Frontend & Landing Pages #13 / 109
Needs editing
#54 / 109
Needs editing
GPT-5.5
Coding #1 / 115
Excellent
#41 / 115
Strong
GPT-5.5
Summarization & Meeting Notes #10 / 110
Excellent
#47 / 110
Excellent
GPT-5.5
Training & Education #63 / 110
Excellent
#39 / 110
Excellent
Kimi K2.7 Code
AI Strategy #62 / 126
Strong
#44 / 126
Strong
Kimi K2.7 Code
Data & Analytics #48 / 110
Excellent
#31 / 110
Excellent
Kimi K2.7 Code
Research & Competitive Analysis #7 / 110
Excellent
#20 / 110
Excellent
GPT-5.5
Knowledge & Docs #5 / 110
Excellent
#16 / 110
Excellent
GPT-5.5
Landing Pages #9 / 72
Strong
#17 / 72
Strong
GPT-5.5
Customer Support #3 / 113
Strong
#10 / 113
Strong
GPT-5.5
Sales #42 / 110
Usable
#48 / 110
Usable
GPT-5.5
Executive Assistant #11 / 112
Strong
#6 / 112
Strong
Kimi K2.7 Code
Legal & HR #9 / 110
Excellent
#14 / 110
Excellent
GPT-5.5
RAG, Safety & Grounding #16 / 113
Excellent
#21 / 113
Excellent
GPT-5.5
Presentations & Decks #3 / 110
Excellent
#5 / 110
Excellent
GPT-5.5
Product & Project Management #8 / 110
Excellent
#10 / 110
Excellent
GPT-5.5
Investor & Pitch #16 / 66
Strong
#15 / 66
Strong
Kimi K2.7 Code

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

Frequently asked

Is GPT-5.5 better than Kimi K2.7 Code?

Across 22 task areas we benchmarked, GPT-5.5 ranks higher in 17 and Kimi K2.7 Code in 5.

Which is cheaper, GPT-5.5 or Kimi K2.7 Code?

Kimi K2.7 Code costs 8.3× less per token ($4.24 vs $35 per 1M).

What is GPT-5.5 better at?

GPT-5.5 out-ranks Kimi K2.7 Code at Chef / Home Cooking, Translation & Localization, Content & Brand.

What is Kimi K2.7 Code better at?

Kimi K2.7 Code out-ranks GPT-5.5 at Training & Education, AI Strategy, Data & Analytics.

Full GPT-5.5 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