Model comparison

phi-3-medium 14B vs Phi-4 Mini

Phi-4 Mini is the stronger model overall, scoring 30.9 to 29.7 on the Noometry Index.

Last verified . 0 shared benchmarks.

phi-3-medium 14B Microsoft

29.7

Rank #306 Reported

Phi-4 Mini Microsoft

30.9

Rank #283 Reported

Summary

  • The widest gap is in knowledge, where Phi-4 Mini leads 25.3 to 9.1.

Side by side

phi-3-medium 14B and Phi-4 Mini specifications
phi-3-medium 14BPhi-4 Mini
ProviderMicrosoftMicrosoft
Noometry Index29.730.9
Released2024-04-232024-12-11
WeightsOpenOpen
Context window—128K
Max output—4K
Input $ / M tokens—$0.075
Output $ / M tokens—$0.30
Results tracked133

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Category by category

Coding phi-3-medium 14B leads

phi-3-medium 14B: 36.8 (#201), Phi-4 Mini: 28.1 (#317)

Coding benchmarks
Benchmarkphi-3-medium 14BPhi-4 Mini
SciCode—10.8%
BigCodeBench Instruct37.6%—
BigCodeBench Complete48.7%—

Reasoning Not comparable

phi-3-medium 14B: —, Phi-4 Mini: 22.4 (#195)

Reasoning benchmarks
Benchmarkphi-3-medium 14BPhi-4 Mini
CritPt—0%
Adversarial NLI55.8%—
BIG-Bench Hard81.4%—
Epoch Capabilities Index121.23—
HellaSwag82.4%—
WinoGrande81.5%—

Math Not comparable

phi-3-medium 14B: 27.3 (#250), Phi-4 Mini: —

Math benchmarks
Benchmarkphi-3-medium 14BPhi-4 Mini
MATH Level 517.6%—

Knowledge Phi-4 Mini leads

phi-3-medium 14B: 9.1 (#306), Phi-4 Mini: 25.3 (#262)

Knowledge benchmarks
Benchmarkphi-3-medium 14BPhi-4 Mini
GPQA Diamond27.6%—
Vectara Hallucination Rate—23.5%
ARC (AI2) Challenge91.6%—
MMLU78%—
OpenBookQA87.4%—
TriviaQA73.9%—

Frequently asked questions

Is phi-3-medium 14B better than Phi-4 Mini?

Phi-4 Mini is the stronger model overall, scoring 30.9 to 29.7 on the Noometry Index.

Is phi-3-medium 14B or Phi-4 Mini better for coding?

phi-3-medium 14B scores higher on coding benchmarks: 36.8 versus 28.1 in the Noometry coding category.

How many benchmarks do phi-3-medium 14B and Phi-4 Mini share?

0 benchmarks have published results for both models. phi-3-medium 14B has 13 scored results on Noometry and Phi-4 Mini has 3.

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