Benchmark Almanac

Phi-4-Reasoning-plus

Phi-4-Reasoning-plus.

Microsoft Released 30 Apr 2025 Family Phi-4 The lab's model card
21
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Microsoft Apr 2025

Phi-4-Reasoning-plus

Open weights Small

No Epoch Capabilities Index score yet
  • Misguided Attention 48.4% #21 /45
  • MMLU-Pro 76% #98 /151
  • AIME 2025 78% #95 /143

Where it ranks

Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.

Knowledge and language

BenchmarkScoreRankSource
Arena-Hard-Auto 79% #19 of 39 Model card
FlenQA 97.9% #1 of 2 Model card
IFEval 84.9% #75 of 126 Model card
MMLU-Pro 76% #98 of 151 Model card

Math and science

BenchmarkScoreRankSource
AIME 2024 81.3% #37 of 87 Model card
Misguided Attention 48.4% #21 of 45 Official leaderboard
Omni-MATH 81.9% #2 of 4 Model card
AIME 1983-2024 89.4% #1 of 2 Model card
TSP-Opt 42.6% #1 of 2 Model card
GPQA Diamond 69.3% #176 of 284 Model card
AIME 2025 78% #95 of 143 Model card
HMMT 2025 53.6% #47 of 49 Model card
3SAT-Search 70.9% #2 of 2 Model card
BA-Calendar 65.6% #2 of 2 Model card

Coding

BenchmarkScoreRankSource
HumanEval+ 92.3% #5 of 27 Model card
LiveCodeBench 53.1% #40 of 73 Model card
Codeforces rating 1,723 #32 of 41 Model card

Vision, audio and robotics

BenchmarkScoreRankSource
SpatialEval Maze-Nav 53.4% #2 of 2 Model card
SpatialEval Spatial-Map 73.3% #2 of 2 Model card

Safety and security

BenchmarkScoreRankSource
ToxiGen (discriminative) 85% #2 of 2 Model card

Other

BenchmarkScoreRankSource
PhiBench 74.2% #1 of 3 Model card

Its launch post

The benchmarks the lab chose to headline, with the scores it gave.

Its system card

Every result in the longer documents the lab published with it. 9 of them aren't in the launch post.