Noometry

Model comparison

Gemini 1.5 Flash (May 2024) vs Kimi K2.7 Code

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 33.2 on the Noometry Index.

Last verified . 4 shared benchmarks.

Gemini 1.5 Flash (May 2024) Google

33.2

Rank #246 Confirmed

Kimi K2.7 Code Moonshot AI

43.3

Rank #94 Confirmed

Summary

  • They share 4 benchmarks with published results for both. Gemini 1.5 Flash (May 2024) scores higher in 1 category and Kimi K2.7 Code in 4 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in math, where Kimi K2.7 Code leads 52.9 to 22.1.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 16.3% for Gemini 1.5 Flash (May 2024) and 95.6% for Kimi K2.7 Code.
  • Kimi K2.7 Code has downloadable open weights; the other is API-only.

Side by side

Gemini 1.5 Flash (May 2024)Kimi K2.7 Code
ProviderGoogleMoonshot AI
Noometry Index33.243.3
Released2024-05-142026-06-12
WeightsProprietaryOpen
Context window—262K
Max output—262K
Input $ / M tokens—$0.95
Output $ / M tokens—$4
Results tracked4219

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Category by category

Coding Kimi K2.7 Code leads

Gemini 1.5 Flash (May 2024): 34.4 (#236), Kimi K2.7 Code: 42.9 (#95)

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
WeirdML24.9%54.1%
DeepSWE—30.5%
FrontierCode—30.1%
LMArena WebDev—1473
SciCode—47.5%
BigCodeBench Instruct43.5%—
LMArena Coding1261—
BigCodeBench Complete55.1%—
ALE-Bench—886.23
HumanEval+75.6%—
MBPP+67.5%—

Agentic & Tool Use Gemini 1.5 Flash (May 2024) leads

Gemini 1.5 Flash (May 2024): 26.6 (#102), Kimi K2.7 Code: 24.0 (#122)

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
APEX-Agents—37.6%
BALROG14.6%—
GBAEval—0.9%
Vending-Bench 2—5,083

Reasoning Kimi K2.7 Code leads

Gemini 1.5 Flash (May 2024): 21.7 (#215), Kimi K2.7 Code: 39.0 (#61)

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
Epoch Capabilities Index129.36149.97
SimpleBench—57.9%
CritPt—10%
Chess Puzzles—21%
LMArena Hard Prompts1257—
DTBench53.8%—
Surface Evolver Bench—48.8%
ForecastBench53.9—
PIQA87.5%—

Math Kimi K2.7 Code leads

Gemini 1.5 Flash (May 2024): 22.1 (#281), Kimi K2.7 Code: 52.9 (#48)

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
OTIS Mock AIME 2024-202516.3%95.6%
FrontierMath (Tiers 1-3)—54%
FrontierMath Tier 4—12.2%
Omni-MATH30.4%—
LMArena Math1269—
MATH Level 561.9%—
FrontierMath (Feb 2025 set)0%—
GSM8K82.4%—

Knowledge Kimi K2.7 Code leads

Gemini 1.5 Flash (May 2024): 26.2 (#260), Kimi K2.7 Code: 53.5 (#57)

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
GPQA Diamond47.3%87.9%
SimpleQA Verified—36.5%
MMLU-Pro67.8%—
GPQA (HELM)43.7%—
LMArena Expert1233—
BoolQ85.8%—
MMLU77.9%—

Multimodal Not comparable

Gemini 1.5 Flash (May 2024): 36.0 (#81), Kimi K2.7 Code: —

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
LMArena Vision1141—
Video-MME70.3%—
GeoBench76%—

Multilingual Not comparable

Gemini 1.5 Flash (May 2024): 42.9 (#189), Kimi K2.7 Code: —

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
LMArena Non-English1278—
LMArena Chinese1295—
LMArena French1258—
LMArena German1262—
LMArena Japanese1252—
LMArena Korean1221—
LMArena Russian1288—
LMArena Spanish1243—

Instruction Following Not comparable

Gemini 1.5 Flash (May 2024): 66.8 (#205), Kimi K2.7 Code: —

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
IFEval83.1%—
LMArena Instruction Following1258—

Long Context Not comparable

Gemini 1.5 Flash (May 2024): 39.0 (#187), Kimi K2.7 Code: —

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
LMArena Longer Query1284—

Writing & Preference Not comparable

Gemini 1.5 Flash (May 2024): 48.7 (#196), Kimi K2.7 Code: —

BenchmarkGemini 1.5 Flash (May 2024)Kimi K2.7 Code
LMArena Text1287—
LMArena Creative Writing1285—
WildBench79.2%—
LMArena Multi-Turn1253—

Frequently asked questions

Is Gemini 1.5 Flash (May 2024) better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 33.2 on the Noometry Index.

Is Gemini 1.5 Flash (May 2024) or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 34.4 in the Noometry coding category.

How many benchmarks do Gemini 1.5 Flash (May 2024) and Kimi K2.7 Code share?

4 benchmarks have published results for both models. Gemini 1.5 Flash (May 2024) has 42 scored results on Noometry and Kimi K2.7 Code has 19.

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