Model comparison

Gemma 3 1B vs phi-3-medium 14B

phi-3-medium 14B is the stronger model overall, scoring 29.1 to 20.7 on the Noometry Index.

Last verified . 1 shared benchmarks.

Gemma 3 1B Google

20.7

Rank #348 Reported

phi-3-medium 14B Microsoft

29.1

Rank #306 Reported

Summary

  • They share 1 benchmark with published results for both. Gemma 3 1B scores higher in 0 categories and phi-3-medium 14B in 2 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in math, where phi-3-medium 14B leads 25.2 to 9.6.
  • The biggest single-benchmark swing is GPQA Diamond: 19.9% for Gemma 3 1B and 27.6% for phi-3-medium 14B.

Side by side

Gemma 3 1B and phi-3-medium 14B specifications
Gemma 3 1Bphi-3-medium 14B
ProviderGoogleMicrosoft
Noometry Index20.729.1
Released2025-03-122024-04-23
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked413

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Category by category

Coding Not comparable

Gemma 3 1B: —, phi-3-medium 14B: 36.3 (#198)

Coding benchmarks
BenchmarkGemma 3 1Bphi-3-medium 14B
BigCodeBench Instruct—37.6%
BigCodeBench Complete—48.7%

Agentic & Tool Use Not comparable

Gemma 3 1B: 13.5 (#144), phi-3-medium 14B: —

Agentic & Tool Use benchmarks
BenchmarkGemma 3 1Bphi-3-medium 14B
Berkeley Function Calling Leaderboard7.2%—

Reasoning Not comparable

Gemma 3 1B: 18.5 (#260), phi-3-medium 14B: —

Reasoning benchmarks
BenchmarkGemma 3 1Bphi-3-medium 14B
Chess Puzzles0%—
Adversarial NLI—55.8%
BIG-Bench Hard—81.4%
Epoch Capabilities Index—121.18
HellaSwag—82.4%
WinoGrande—81.5%

Math phi-3-medium 14B leads

Gemma 3 1B: 9.6 (#310), phi-3-medium 14B: 25.2 (#249)

Math benchmarks
BenchmarkGemma 3 1Bphi-3-medium 14B
OTIS Mock AIME 2024-20251.1%—
MATH Level 5—17.6%

Knowledge phi-3-medium 14B leads

Gemma 3 1B: 7.1 (#309), phi-3-medium 14B: 9.1 (#301)

Knowledge benchmarks
BenchmarkGemma 3 1Bphi-3-medium 14B
GPQA Diamond19.9%27.6%
ARC (AI2) Challenge—91.6%
MMLU—78%
OpenBookQA—87.4%
TriviaQA—73.9%

Frequently asked questions

Is Gemma 3 1B better than phi-3-medium 14B?

phi-3-medium 14B is the stronger model overall, scoring 29.1 to 20.7 on the Noometry Index.

How many benchmarks do Gemma 3 1B and phi-3-medium 14B share?

1 benchmark has published results for both models. Gemma 3 1B has 4 scored results on Noometry and phi-3-medium 14B has 13.

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