Model comparison

Gemma 3 27B vs Phi 3 Medium 4k Instruct

Phi 3 Medium 4k Instruct is the stronger model overall, scoring 33.0 to 30.8 on the Noometry Index.

Last verified . 17 shared benchmarks.

Gemma 3 27B Google

30.8

Rank #284 Confirmed

Phi 3 Medium 4k Instruct Microsoft

33.0

Rank #250 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Gemma 3 27B scores higher in 3 categories and Phi 3 Medium 4k Instruct in 5 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Gemma 3 27B leads 52.5 to 34.1.

Side by side

Gemma 3 27B and Phi 3 Medium 4k Instruct specifications
Gemma 3 27BPhi 3 Medium 4k Instruct
ProviderGoogleMicrosoft
Noometry Index30.833.0
Released2025-03-11—
WeightsOpenOpen
Context window131K—
Max output8K—
Input $ / M tokens$0.08—
Output $ / M tokens$0.16—
Results tracked4317

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Category by category

Coding Phi 3 Medium 4k Instruct leads

Gemma 3 27B: 22.5 (#334), Phi 3 Medium 4k Instruct: 32.9 (#268)

Coding benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Coding13221130
Aider Polyglot4.9%—
SciCode21.2%—
LiveBench Coding39.9%—

Agentic & Tool Use Not comparable

Gemma 3 27B: 25.1 (#110), Phi 3 Medium 4k Instruct: —

Agentic & Tool Use benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
Berkeley Function Calling Leaderboard29.5%—

Reasoning Phi 3 Medium 4k Instruct leads

Gemma 3 27B: 16.7 (#301), Phi 3 Medium 4k Instruct: 21.7 (#214)

Reasoning benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Hard Prompts13401127
Kagi LLM Benchmark40.4%—
CritPt0%—
Chess Puzzles0%—
LiveBench Reasoning43.8%—
DTBench52.5%—
LiveBench Data Analysis51.5%—
LMCA12.3%—
Epoch Capabilities Index130.04—
LiveBench50%—

Math Phi 3 Medium 4k Instruct leads

Gemma 3 27B: 25.9 (#265), Phi 3 Medium 4k Instruct: 33.4 (#202)

Math benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Math13121173
OTIS Mock AIME 2024-202522.5%—
LiveBench Math55.4%—
MATH Level 574%—

Knowledge Phi 3 Medium 4k Instruct leads

Gemma 3 27B: 25.5 (#261), Phi 3 Medium 4k Instruct: 30.2 (#229)

Knowledge benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Expert13041108
GPQA Diamond47.7%—
Confabulations40.3%—
Vectara Hallucination Rate7.4%—

Multimodal Not comparable

Gemma 3 27B: 32.6 (#100), Phi 3 Medium 4k Instruct: —

Multimodal benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Vision1164—
GeoBench52%—

Multilingual Gemma 3 27B leads

Gemma 3 27B: 46.9 (#155), Phi 3 Medium 4k Instruct: 30.6 (#263)

Multilingual benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Non-English13341094
LMArena Chinese13461108
LMArena French13681110
LMArena German13621101
LMArena Japanese12871042
LMArena Korean1308954
LMArena Russian13491145
LMArena Spanish13491095

Instruction Following Gemma 3 27B leads

Gemma 3 27B: 70.6 (#160), Phi 3 Medium 4k Instruct: 57.6 (#268)

Instruction Following benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Instruction Following13211113
LiveBench Instruction Following74.9%—

Long Context Phi 3 Medium 4k Instruct leads

Gemma 3 27B: 27.6 (#293), Phi 3 Medium 4k Instruct: 34.0 (#255)

Long Context benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Longer Query13331120
Fiction.LiveBench33.3%—

Writing & Preference Gemma 3 27B leads

Gemma 3 27B: 52.5 (#168), Phi 3 Medium 4k Instruct: 34.1 (#272)

Writing & Preference benchmarks
BenchmarkGemma 3 27BPhi 3 Medium 4k Instruct
LMArena Text13581138
LMArena Creative Writing13461107
LMArena Multi-Turn13451088
Short-Story Creative Writing79.9%—
EQ-Bench Creative Writing1266—
LiveBench Language34.6%—

Frequently asked questions

Is Gemma 3 27B better than Phi 3 Medium 4k Instruct?

Phi 3 Medium 4k Instruct is the stronger model overall, scoring 33.0 to 30.8 on the Noometry Index.

Is Gemma 3 27B or Phi 3 Medium 4k Instruct better for coding?

Phi 3 Medium 4k Instruct scores higher on coding benchmarks: 32.9 versus 22.5 in the Noometry coding category.

How many benchmarks do Gemma 3 27B and Phi 3 Medium 4k Instruct share?

17 benchmarks have published results for both models. Gemma 3 27B has 43 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.

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