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Google Gemini 3 Flash Preview VS MoonshotAI Kimi K2.5

Gemini 3 Flash Preview 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 14 of 22 task areas we tested; Gemini 3 Flash Preview takes 8. Kimi K2.5 costs 1.5× less per token ($2.4 vs $3.5 per 1M).

8
Task areas won
14
60
Avg percentile
68
1
Top-3 finishes
0
$3.5
Price / 1M tokens
$2.4
Google
Provider
MoonshotAI

Kimi K2.5 costs 1.5× less per token ($2.4 vs $3.5 per 1M).

Task by task

Task area Gemini 3 Flash Preview Kimi K2.5 Winner
Executive Assistant #92 / 112
Usable
#23 / 112
Strong
Kimi K2.5
Presentations & Decks #52 / 110
Excellent
#12 / 110
Excellent
Kimi K2.5
Research & Competitive Analysis #71 / 110
Usable
#31 / 110
Strong
Kimi K2.5
Translation & Localization #67 / 110
Excellent
#34 / 110
Excellent
Kimi K2.5
Summarization & Meeting Notes #61 / 110
Excellent
#92 / 110
Excellent
Gemini 3 Flash Preview
Data & Analytics #47 / 110
Excellent
#19 / 110
Excellent
Kimi K2.5
Frontend & Landing Pages #1 / 109
Usable
#26 / 109
Needs editing
Gemini 3 Flash Preview
Coding #22 / 115
Strong
#38 / 115
Strong
Gemini 3 Flash Preview
Customer Support #34 / 113
Strong
#50 / 113
Strong
Gemini 3 Flash Preview
Legal & HR #47 / 110
Excellent
#31 / 110
Excellent
Kimi K2.5
Sales #35 / 110
Usable
#19 / 110
Strong
Kimi K2.5
Landing Pages #35 / 72
Strong
#20 / 72
Strong
Kimi K2.5
Training & Education #11 / 110
Excellent
#22 / 110
Excellent
Gemini 3 Flash Preview
AI Strategy #38 / 126
Strong
#28 / 126
Strong
Kimi K2.5
Investor & Pitch #47 / 66
Usable
#37 / 66
Usable
Kimi K2.5
Knowledge & Docs #49 / 110
Usable
#59 / 110
Usable
Gemini 3 Flash Preview
Creative & Comedy #51 / 110 #42 / 110 Kimi K2.5
Structured Output #34 / 113
Excellent
#41 / 113
Excellent
Gemini 3 Flash Preview
Content & Brand #39 / 124
Strong
#33 / 124
Strong
Kimi K2.5
Chef / Home Cooking #39 / 126
Usable
#44 / 126
Usable
Gemini 3 Flash Preview
Product & Project Management #69 / 110
Strong
#66 / 110
Strong
Kimi K2.5
RAG, Safety & Grounding #13 / 113
Excellent
#12 / 113
Excellent
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 Gemini 3 Flash Preview better than Kimi K2.5?

Across 22 task areas we benchmarked, Kimi K2.5 ranks higher in 14 and Gemini 3 Flash Preview in 8.

Which is cheaper, Gemini 3 Flash Preview or Kimi K2.5?

Kimi K2.5 costs 1.5× less per token ($2.4 vs $3.5 per 1M).

What is Gemini 3 Flash Preview better at?

Gemini 3 Flash Preview out-ranks Kimi K2.5 at Summarization & Meeting Notes, Frontend & Landing Pages, Coding.

What is Kimi K2.5 better at?

Kimi K2.5 out-ranks Gemini 3 Flash Preview at Executive Assistant, Presentations & Decks, Research & Competitive Analysis.

Full Gemini 3 Flash Preview 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