Model comparison

Gemma 2 2b IT vs Kimi K2.7 Code

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 32.5 on the Noometry Index.

Last verified . 0 shared benchmarks.

Gemma 2 2b IT Google

32.5

Rank #244 Confirmed

Kimi K2.7 Code Moonshot AI

43.0

Rank #90 Confirmed

Summary

  • The widest gap is in knowledge, where Kimi K2.7 Code leads 53.6 to 29.3.

Side by side

Gemma 2 2b IT and Kimi K2.7 Code specifications
Gemma 2 2b ITKimi K2.7 Code
ProviderGoogleMoonshot AI
Noometry Index32.543.0
Released—2026-06-12
WeightsOpenOpen
Context window—262K
Max output—262K
Input $ / M tokens—$0.95
Output $ / M tokens—$4
Results tracked1719

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Category by category

Coding Kimi K2.7 Code leads

Gemma 2 2b IT: 31.8 (#268), Kimi K2.7 Code: 42.4 (#92)

Coding benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
DeepSWE—30.5%
FrontierCode—30.1%
LMArena WebDev—1473
SciCode—47.5%
WeirdML—54.1%
LMArena Coding1112—
ALE-Bench—886.23

Agentic & Tool Use Not comparable

Gemma 2 2b IT: —, Kimi K2.7 Code: 23.9 (#115)

Agentic & Tool Use benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
APEX-Agents—37.6%
GBAEval—0.9%
Vending-Bench 2—5,083

Reasoning Kimi K2.7 Code leads

Gemma 2 2b IT: 20.5 (#219), Kimi K2.7 Code: 38.2 (#56)

Reasoning benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
SimpleBench—57.9%
CritPt—10%
Chess Puzzles—21%
LMArena Hard Prompts1113—
Surface Evolver Bench—48.8%
Epoch Capabilities Index—150.01

Math Kimi K2.7 Code leads

Gemma 2 2b IT: 30.1 (#212), Kimi K2.7 Code: 52.6 (#39)

Math benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
FrontierMath (Tiers 1-3)—54%
FrontierMath Tier 4—12.2%
OTIS Mock AIME 2024-2025—95.6%
LMArena Math1135—

Knowledge Kimi K2.7 Code leads

Gemma 2 2b IT: 29.3 (#229), Kimi K2.7 Code: 53.6 (#51)

Knowledge benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
GPQA Diamond—87.9%
SimpleQA Verified—36.5%
LMArena Expert1096—

Multilingual Not comparable

Gemma 2 2b IT: 32.5 (#252), Kimi K2.7 Code: —

Multilingual benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
LMArena Non-English1121—
LMArena Chinese1132—
LMArena French1156—
LMArena German1114—
LMArena Japanese1083—
LMArena Korean1055—
LMArena Russian1118—
LMArena Spanish1140—

Instruction Following Not comparable

Gemma 2 2b IT: 58.1 (#258), Kimi K2.7 Code: —

Instruction Following benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
LMArena Instruction Following1118—

Long Context Not comparable

Gemma 2 2b IT: 34.2 (#245), Kimi K2.7 Code: —

Long Context benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
LMArena Longer Query1130—

Writing & Preference Not comparable

Gemma 2 2b IT: 36.6 (#258), Kimi K2.7 Code: —

Writing & Preference benchmarks
BenchmarkGemma 2 2b ITKimi K2.7 Code
LMArena Text1156—
LMArena Creative Writing1147—
LMArena Multi-Turn1118—

Frequently asked questions

Is Gemma 2 2b IT better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 32.5 on the Noometry Index.

Is Gemma 2 2b IT or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.4 versus 31.8 in the Noometry coding category.

How many benchmarks do Gemma 2 2b IT and Kimi K2.7 Code share?

0 benchmarks have published results for both models. Gemma 2 2b IT has 17 scored results on Noometry and Kimi K2.7 Code has 19.

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