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Gemma (7B) vs Phi 3.5 MoE Instruct

Google · released

Wins 0 of 1 area

—

Microsoft · released

Wins 1 of 1 area

Reasoning

Phi 3.5 MoE Instruct is the stronger all-rounder.

Scores updated · 14 tests both models report · How we compare

Where each one wins

Tests won in each of the one area where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.

Reasoning rests on a single test.

The biggest differences

The tests each model wins by the widest margin, up to three each. Scores are out of 100.

Where Phi 3.5 MoE Instruct pulls ahead

  • Graduate-level biology, physics and chemistry questionsGPQA Diamond+11.1points aheadPhi 3.5 MoE Instruct36.8Gemma (7B)25.7

Where Gemma (7B) pulls ahead

No clear win on a test scored out of 100.

Every test, side by side

All 14 tests both models report. The winning score is in its model's colour; marks a score checked independently.

ReasoningPhi 3.5 MoE Instruct

Full reasoning ranking

Other results13 tests, not counted

Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.

  • HumanEvalPhi 3.5 MoE Instruct by 33.537.270.7+33.5
  • GSM8KPhi 3.5 MoE Instruct by 32.855.988.7+32.8
  • TruthfulQAPhi 3.5 MoE Instruct by 32.744.877.5+32.7
  • MBPPPhi 3.5 MoE Instruct by 30.250.680.8+30.2
  • ARC-ChallengePhi 3.5 MoE Instruct by 29.961.191+29.9
  • BBHPhi 3.5 MoE Instruct by 2455.179.1+24
  • BoolQPhi 3.5 MoE Instruct by 18.66684.6+18.6
  • Social IQAPhi 3.5 MoE Instruct by 12.565.578+12.5
  • MMLU-ProPhi 3.5 MoE Instruct by 11.633.745.3+11.6
  • PIQAPhi 3.5 MoE Instruct by 10.578.188.6+10.5
  • OpenBookQAPhi 3.5 MoE Instruct by 8.880.889.6+8.8
  • WinoGrandePhi 3.5 MoE Instruct by 2.37981.3+2.3
  • HellaSwagPhi 3.5 MoE Instruct by 1.682.283.8+1.6

Questions people ask

Which is better, Gemma (7B) or Phi 3.5 MoE Instruct?

Phi 3.5 MoE Instruct wins the one area where both have results: reasoning. Gemma (7B) wins none.

How do you compare the two?

We use the 14 benchmark tests both models have published scores on. The verdict counts the 1 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 13 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.