Model comparison

Phi-4 vs Yi 6B

Phi-4 has enough public results to be ranked (#279); Yi 6B does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

Phi-4 Microsoft

31.2

Rank #279 Confirmed

Yi 6B 01.AI

—

Unranked

Summary

  • They share 2 benchmarks with published results for both.

Side by side

Phi-4 and Yi 6B specifications
Phi-4Yi 6B
ProviderMicrosoft01.AI
Noometry Index31.2—
Released2024-12-112023-11-02
WeightsOpenOpen
Context window128K—
Max output4K—
Input $ / M tokens$0.07—
Output $ / M tokens$0.14—
Results tracked377

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Category by category

Coding Not comparable

Phi-4: 34.4 (#239), Yi 6B: —

Coding benchmarks
BenchmarkPhi-4Yi 6B
BigCodeBench Instruct45.5%—
LiveBench Coding30.7%—
LMArena Coding1231—
BigCodeBench Complete55.4%—

Agentic & Tool Use Not comparable

Phi-4: 22.8 (#128), Yi 6B: —

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

Reasoning Not comparable

Phi-4: 17.7 (#291), Yi 6B: —

Reasoning benchmarks
BenchmarkPhi-4Yi 6B
Epoch Capabilities Index130.42104.77
Chess Puzzles1%—
LiveBench Reasoning47.8%—
LMArena Hard Prompts1220—
LiveBench Data Analysis45.2%—
BIG-Bench Hard—47.2%
HellaSwag—74.4%
LiveBench41.6%—
WinoGrande—71.3%

Math Not comparable

Phi-4: 20.8 (#285), Yi 6B: —

Math benchmarks
BenchmarkPhi-4Yi 6B
OTIS Mock AIME 2024-202513.8%—
LiveBench Math42%—
LMArena Math1246—
MATH Level 564.9%—
GSM8K—44.9%

Knowledge Not comparable

Phi-4: 32.6 (#209), Yi 6B: —

Knowledge benchmarks
BenchmarkPhi-4Yi 6B
MMLU84.8%64%
GPQA Diamond56.1%—
Confabulations29.4%—
Vectara Hallucination Rate3.7%—
LMArena Expert1203—
ARC (AI2) Challenge—50.3%

Multilingual Not comparable

Phi-4: 37.2 (#237), Yi 6B: —

Multilingual benchmarks
BenchmarkPhi-4Yi 6B
LMArena Non-English1197—
LMArena Chinese1212—
LMArena French1224—
LMArena German1222—
LMArena Japanese1158—
LMArena Korean1151—
LMArena Russian1209—
LMArena Spanish1234—

Instruction Following Not comparable

Phi-4: 60.4 (#251), Yi 6B: —

Instruction Following benchmarks
BenchmarkPhi-4Yi 6B
LiveBench Instruction Following58.4%—
LMArena Instruction Following1201—

Long Context Not comparable

Phi-4: 36.9 (#226), Yi 6B: —

Long Context benchmarks
BenchmarkPhi-4Yi 6B
LMArena Longer Query1217—

Writing & Preference Not comparable

Phi-4: 40.5 (#244), Yi 6B: —

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

Frequently asked questions

Is Phi-4 better than Yi 6B?

Phi-4 has enough public results to be ranked (#279); Yi 6B does not yet, so treat this comparison as directional.

How many benchmarks do Phi-4 and Yi 6B share?

2 benchmarks have published results for both models. Phi-4 has 37 scored results on Noometry and Yi 6B has 7.

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