Model comparison

Kimi K2.7 Code vs Nemotron 4 340b Instruct

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 35.3 on the Noometry Index.

Last verified . 0 shared benchmarks.

Kimi K2.7 Code Moonshot AI

43.0

Rank #90 Confirmed

Nemotron 4 340b Instruct NVIDIA

35.3

Rank #218 Confirmed

Summary

  • The widest gap is in knowledge, where Kimi K2.7 Code leads 53.6 to 31.4.

Side by side

Kimi K2.7 Code and Nemotron 4 340b Instruct specifications
Kimi K2.7 CodeNemotron 4 340b Instruct
ProviderMoonshot AINVIDIA
Noometry Index43.035.3
Released2026-06-122024-06-14
WeightsOpenOpen
Context window262K—
Max output262K—
Input $ / M tokens$0.95—
Output $ / M tokens$4—
Results tracked1917

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Category by category

Coding Kimi K2.7 Code leads

Kimi K2.7 Code: 42.4 (#92), Nemotron 4 340b Instruct: 34.6 (#223)

Coding benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
DeepSWE30.5%—
FrontierCode30.1%—
LMArena WebDev1473—
SciCode47.5%—
WeirdML54.1%—
LMArena Coding—1209
ALE-Bench886.23—

Agentic & Tool Use Not comparable

Kimi K2.7 Code: 23.9 (#115), Nemotron 4 340b Instruct: —

Agentic & Tool Use benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
APEX-Agents37.6%—
GBAEval0.9%—
Vending-Bench 25,083—

Reasoning Kimi K2.7 Code leads

Kimi K2.7 Code: 38.2 (#56), Nemotron 4 340b Instruct: 22.4 (#180)

Reasoning benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
SimpleBench57.9%—
CritPt10%—
Chess Puzzles21%—
LMArena Hard Prompts—1202
Surface Evolver Bench48.8%—
Epoch Capabilities Index150.01—

Math Kimi K2.7 Code leads

Kimi K2.7 Code: 52.6 (#39), Nemotron 4 340b Instruct: 31.7 (#193)

Math benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
FrontierMath (Tiers 1-3)54%—
FrontierMath Tier 412.2%—
OTIS Mock AIME 2024-202595.6%—
LMArena Math—1216

Knowledge Kimi K2.7 Code leads

Kimi K2.7 Code: 53.6 (#51), Nemotron 4 340b Instruct: 31.4 (#212)

Knowledge benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
GPQA Diamond87.9%—
SimpleQA Verified36.5%—
LMArena Expert—1171

Multilingual Not comparable

Kimi K2.7 Code: —, Nemotron 4 340b Instruct: 38.0 (#228)

Multilingual benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
LMArena Non-English—1206
LMArena Chinese—1214
LMArena French—1196
LMArena German—1192
LMArena Japanese—1128
LMArena Korean—1148
LMArena Russian—1219
LMArena Spanish—1195

Instruction Following Not comparable

Kimi K2.7 Code: —, Nemotron 4 340b Instruct: 63.3 (#227)

Instruction Following benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
LMArena Instruction Following—1203

Long Context Not comparable

Kimi K2.7 Code: —, Nemotron 4 340b Instruct: 37.1 (#216)

Long Context benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
LMArena Longer Query—1225

Writing & Preference Not comparable

Kimi K2.7 Code: —, Nemotron 4 340b Instruct: 42.9 (#229)

Writing & Preference benchmarks
BenchmarkKimi K2.7 CodeNemotron 4 340b Instruct
LMArena Text—1225
LMArena Creative Writing—1203
LMArena Multi-Turn—1214

Frequently asked questions

Is Kimi K2.7 Code better than Nemotron 4 340b Instruct?

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 35.3 on the Noometry Index.

Is Kimi K2.7 Code or Nemotron 4 340b Instruct better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.4 versus 34.6 in the Noometry coding category.

How many benchmarks do Kimi K2.7 Code and Nemotron 4 340b Instruct share?

0 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Nemotron 4 340b Instruct has 17.

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