Model comparison

Kimi K2.7 Code vs Phi 3 Mini 4k Instruct June 2024

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 30.7 on the Noometry Index.

Last verified . 0 shared benchmarks.

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 28.1.

Side by side

Kimi K2.7 Code and Phi 3 Mini 4k Instruct June 2024 specifications
Kimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
ProviderMoonshot AIMicrosoft
Noometry Index43.030.7
Released2026-06-12—
WeightsOpenOpen
Context window262K—
Max output262K—
Input $ / M tokens$0.95—
Output $ / M tokens$4—
Results tracked1915

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Category by category

Coding Kimi K2.7 Code leads

Kimi K2.7 Code: 42.4 (#92), Phi 3 Mini 4k Instruct June 2024: 31.2 (#275)

Coding benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
DeepSWE30.5%—
FrontierCode30.1%—
LMArena WebDev1473—
SciCode47.5%—
WeirdML54.1%—
LMArena Coding—1093
ALE-Bench886.23—

Agentic & Tool Use Not comparable

Kimi K2.7 Code: 23.9 (#115), Phi 3 Mini 4k Instruct June 2024: —

Agentic & Tool Use benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
APEX-Agents37.6%—
GBAEval0.9%—
Vending-Bench 25,083—

Reasoning Kimi K2.7 Code leads

Kimi K2.7 Code: 38.2 (#56), Phi 3 Mini 4k Instruct June 2024: 19.9 (#229)

Reasoning benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
SimpleBench57.9%—
CritPt10%—
Chess Puzzles21%—
LMArena Hard Prompts—1088
Surface Evolver Bench48.8%—
Epoch Capabilities Index150.01—

Math Kimi K2.7 Code leads

Kimi K2.7 Code: 52.6 (#39), Phi 3 Mini 4k Instruct June 2024: 30.4 (#209)

Math benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
FrontierMath (Tiers 1-3)54%—
FrontierMath Tier 412.2%—
OTIS Mock AIME 2024-202595.6%—
LMArena Math—1152

Knowledge Kimi K2.7 Code leads

Kimi K2.7 Code: 53.6 (#51), Phi 3 Mini 4k Instruct June 2024: 28.1 (#240)

Knowledge benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
GPQA Diamond87.9%—
SimpleQA Verified36.5%—
LMArena Expert—1051

Multilingual Not comparable

Kimi K2.7 Code: —, Phi 3 Mini 4k Instruct June 2024: 26.0 (#277)

Multilingual benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
LMArena Non-English—1013
LMArena Chinese—1033
LMArena German—1031
LMArena Japanese—954
LMArena Korean—880
LMArena Russian—1019

Instruction Following Not comparable

Kimi K2.7 Code: —, Phi 3 Mini 4k Instruct June 2024: 54.3 (#277)

Instruction Following benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
LMArena Instruction Following—1058

Long Context Not comparable

Kimi K2.7 Code: —, Phi 3 Mini 4k Instruct June 2024: 31.6 (#272)

Long Context benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
LMArena Longer Query—1042

Writing & Preference Not comparable

Kimi K2.7 Code: —, Phi 3 Mini 4k Instruct June 2024: 29.7 (#289)

Writing & Preference benchmarks
BenchmarkKimi K2.7 CodePhi 3 Mini 4k Instruct June 2024
LMArena Text—1080
LMArena Creative Writing—1045
LMArena Multi-Turn—1049

Frequently asked questions

Is Kimi K2.7 Code better than Phi 3 Mini 4k Instruct June 2024?

Kimi K2.7 Code is the stronger model overall, scoring 43.0 to 30.7 on the Noometry Index.

Is Kimi K2.7 Code or Phi 3 Mini 4k Instruct June 2024 better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.4 versus 31.2 in the Noometry coding category.

How many benchmarks do Kimi K2.7 Code and Phi 3 Mini 4k Instruct June 2024 share?

0 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.

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