Model comparison

Phi-4 vs Qwen3-4B

Phi-4 and Qwen3-4B score almost the same on the Noometry Index (30.9 vs 31.5), so choose on price, context window or the category you care about most.

Last verified . 5 shared benchmarks.

Phi-4 Microsoft

30.9

Rank #269 Confirmed

Qwen3-4B Alibaba (Qwen)

31.5

Rank #261 Confirmed

Summary

  • They share 5 benchmarks with published results for both. Phi-4 scores higher in 0 categories and Qwen3-4B in 4 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where Qwen3-4B leads 28.5 to 19.6.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 13.8% for Phi-4 and 52.2% for Qwen3-4B.

Side by side

Phi-4 and Qwen3-4B specifications
Phi-4Qwen3-4B
ProviderMicrosoftAlibaba (Qwen)
Noometry Index30.931.5
Released2024-12-112025-04-29
WeightsOpenOpen
Context window128K—
Max output4K—
Input $ / M tokens$0.07—
Output $ / M tokens$0.14—
Results tracked376

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Category by category

Coding Not comparable

Phi-4: 33.8 (#237), Qwen3-4B: —

Coding benchmarks
BenchmarkPhi-4Qwen3-4B
BigCodeBench Instruct45.5%—
LiveBench Coding30.7%—
LMArena Coding1231—
BigCodeBench Complete55.4%—

Agentic & Tool Use Qwen3-4B leads

Phi-4: 22.6 (#120), Qwen3-4B: 27.3 (#94)

Agentic & Tool Use benchmarks
BenchmarkPhi-4Qwen3-4B
Berkeley Function Calling Leaderboard28.8%35.7%
BALROG11.6%—

Reasoning Qwen3-4B leads

Phi-4: 17.0 (#287), Qwen3-4B: 18.5 (#264)

Reasoning benchmarks
BenchmarkPhi-4Qwen3-4B
Chess Puzzles1%4%
LiveBench Reasoning47.8%—
LMArena Hard Prompts1220—
LiveBench Data Analysis45.2%—
Epoch Capabilities Index130.43—
LiveBench41.6%—

Math Qwen3-4B leads

Phi-4: 19.6 (#279), Qwen3-4B: 28.5 (#228)

Math benchmarks
BenchmarkPhi-4Qwen3-4B
OTIS Mock AIME 2024-202513.8%52.2%
MathArena Final-Answer Competitions—38.5%
LiveBench Math42%—
LMArena Math1246—
MATH Level 564.9%—

Knowledge Too close to call

Phi-4: 32.5 (#204), Qwen3-4B: 33.0 (#198)

Knowledge benchmarks
BenchmarkPhi-4Qwen3-4B
GPQA Diamond56.1%52.3%
Vectara Hallucination Rate3.7%5.7%
Confabulations29.4%—
LMArena Expert1203—
MMLU84.8%—

Multilingual Not comparable

Phi-4: 37.4 (#232), Qwen3-4B: —

Multilingual benchmarks
BenchmarkPhi-4Qwen3-4B
LMArena Non-English1197—
LMArena Chinese1211—
LMArena French1223—
LMArena German1222—
LMArena Japanese1158—
LMArena Korean1151—
LMArena Russian1209—
LMArena Spanish1234—

Instruction Following Not comparable

Phi-4: 60.6 (#246), Qwen3-4B: —

Instruction Following benchmarks
BenchmarkPhi-4Qwen3-4B
LiveBench Instruction Following58.4%—
LMArena Instruction Following1201—

Long Context Not comparable

Phi-4: 36.9 (#221), Qwen3-4B: —

Long Context benchmarks
BenchmarkPhi-4Qwen3-4B
LMArena Longer Query1217—

Writing & Preference Not comparable

Phi-4: 40.7 (#239), Qwen3-4B: —

Writing & Preference benchmarks
BenchmarkPhi-4Qwen3-4B
LMArena Text1217—
LMArena Creative Writing1182—
Short-Story Creative Writing62.6%—
LMArena Multi-Turn1206—
LiveBench Language25.6%—

Frequently asked questions

Is Phi-4 better than Qwen3-4B?

Phi-4 and Qwen3-4B score almost the same on the Noometry Index (30.9 vs 31.5), so choose on price, context window or the category you care about most.

How many benchmarks do Phi-4 and Qwen3-4B share?

5 benchmarks have published results for both models. Phi-4 has 37 scored results on Noometry and Qwen3-4B has 6.

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