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Anthropic Claude Sonnet 4.5 VS MoonshotAI Kimi K2.5

Claude Sonnet 4.5 vs Kimi K2.5: 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 K2.5 wins 17 of 22 task areas we tested; Claude Sonnet 4.5 takes 5. Kimi K2.5 costs 7.5× less per token ($2.4 vs $18 per 1M).

5
Task areas won
17
58
Avg percentile
68
1
Top-3 finishes
0
$18.0
Price / 1M tokens
$2.4
Anthropic
Provider
MoonshotAI

Kimi K2.5 costs 7.5× less per token ($2.4 vs $18 per 1M).

Task by task

Task area Claude Sonnet 4.5 Kimi K2.5 Winner
Summarization & Meeting Notes #2 / 110
Excellent
#92 / 110
Excellent
Claude Sonnet 4.5
Content & Brand #74 / 124
Usable
#33 / 124
Strong
Kimi K2.5
AI Strategy #67 / 126
Strong
#28 / 126
Strong
Kimi K2.5
Structured Output #80 / 113
Strong
#41 / 113
Excellent
Kimi K2.5
Legal & HR #69 / 110
Strong
#31 / 110
Excellent
Kimi K2.5
Chef / Home Cooking #80 / 126
Usable
#44 / 126
Usable
Kimi K2.5
Knowledge & Docs #28 / 110
Strong
#59 / 110
Usable
Claude Sonnet 4.5
Presentations & Decks #43 / 110
Excellent
#12 / 110
Excellent
Kimi K2.5
Training & Education #51 / 110
Excellent
#22 / 110
Excellent
Kimi K2.5
RAG, Safety & Grounding #39 / 113
Excellent
#12 / 113
Excellent
Kimi K2.5
Coding #62 / 115
Strong
#38 / 115
Strong
Kimi K2.5
Creative & Comedy #66 / 110 #42 / 110 Kimi K2.5
Data & Analytics #33 / 110
Excellent
#19 / 110
Excellent
Kimi K2.5
Landing Pages #30 / 72
Strong
#20 / 72
Strong
Kimi K2.5
Sales #10 / 110
Strong
#19 / 110
Strong
Claude Sonnet 4.5
Translation & Localization #25 / 110
Excellent
#34 / 110
Excellent
Claude Sonnet 4.5
Executive Assistant #31 / 112
Strong
#23 / 112
Strong
Kimi K2.5
Research & Competitive Analysis #39 / 110
Strong
#31 / 110
Strong
Kimi K2.5
Customer Support #43 / 113
Strong
#50 / 113
Strong
Claude Sonnet 4.5
Investor & Pitch #42 / 66
Usable
#37 / 66
Usable
Kimi K2.5
Product & Project Management #71 / 110
Strong
#66 / 110
Strong
Kimi K2.5
Frontend & Landing Pages #29 / 109
Needs editing
#26 / 109
Needs editing
Kimi K2.5

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 4.5 better than Kimi K2.5?

Across 22 task areas we benchmarked, Kimi K2.5 ranks higher in 17 and Claude Sonnet 4.5 in 5.

Which is cheaper, Claude Sonnet 4.5 or Kimi K2.5?

Kimi K2.5 costs 7.5× less per token ($2.4 vs $18 per 1M).

What is Claude Sonnet 4.5 better at?

Claude Sonnet 4.5 out-ranks Kimi K2.5 at Summarization & Meeting Notes, Knowledge & Docs, Sales.

What is Kimi K2.5 better at?

Kimi K2.5 out-ranks Claude Sonnet 4.5 at Content & Brand, AI Strategy, Structured Output.

Full Claude Sonnet 4.5 review → Full Kimi K2.5 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