Model comparison

Grok 4.1 vs Phi-4 Mini

Grok 4.1 is the stronger model overall, scoring 41.5 to 30.9 on the Noometry Index.

Last verified . 0 shared benchmarks.

Grok 4.1 xAI

41.5

Rank #134 Confirmed

Phi-4 Mini Microsoft

30.9

Rank #283 Reported

Summary

  • The widest gap is in knowledge, where Grok 4.1 leads 39.5 to 25.3.
  • Phi-4 Mini has downloadable open weights; the other is API-only.

Side by side

Grok 4.1 and Phi-4 Mini specifications
Grok 4.1Phi-4 Mini
ProviderxAIMicrosoft
Noometry Index41.530.9
Released2025-11-172024-12-11
WeightsProprietaryOpen
Context window—128K
Max output—4K
Input $ / M tokens—$0.075
Output $ / M tokens—$0.30
Results tracked193

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Category by category

Coding Grok 4.1 leads

Grok 4.1: 33.7 (#253), Phi-4 Mini: 28.1 (#317)

Coding benchmarks
BenchmarkGrok 4.1Phi-4 Mini
LMArena WebDev1214—
SciCode—10.8%
LMArena Coding1445—

Agentic & Tool Use Not comparable

Grok 4.1: 34.1 (#49), Phi-4 Mini: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.1Phi-4 Mini
Cybench39%—

Reasoning Grok 4.1 leads

Grok 4.1: 29.5 (#91), Phi-4 Mini: 22.4 (#195)

Reasoning benchmarks
BenchmarkGrok 4.1Phi-4 Mini
CritPt—0%
LMArena Hard Prompts1435—

Math Not comparable

Grok 4.1: 38.9 (#120), Phi-4 Mini: —

Math benchmarks
BenchmarkGrok 4.1Phi-4 Mini
LMArena Math1422—

Knowledge Grok 4.1 leads

Grok 4.1: 39.5 (#133), Phi-4 Mini: 25.3 (#262)

Knowledge benchmarks
BenchmarkGrok 4.1Phi-4 Mini
Vectara Hallucination Rate—23.5%
LMArena Expert1417—

Multilingual Not comparable

Grok 4.1: 53.4 (#68), Phi-4 Mini: —

Multilingual benchmarks
BenchmarkGrok 4.1Phi-4 Mini
LMArena Non-English1425—
LMArena Chinese1465—
LMArena French1448—
LMArena German1446—
LMArena Japanese1397—
LMArena Korean1407—
LMArena Russian1434—
LMArena Spanish1438—

Instruction Following Not comparable

Grok 4.1: 73.8 (#111), Phi-4 Mini: —

Instruction Following benchmarks
BenchmarkGrok 4.1Phi-4 Mini
LMArena Instruction Following1400—

Long Context Not comparable

Grok 4.1: 43.2 (#100), Phi-4 Mini: —

Long Context benchmarks
BenchmarkGrok 4.1Phi-4 Mini
LMArena Longer Query1416—

Writing & Preference Not comparable

Grok 4.1: 62.4 (#75), Phi-4 Mini: —

Writing & Preference benchmarks
BenchmarkGrok 4.1Phi-4 Mini
LMArena Text1437—
LMArena Creative Writing1411—
LMArena Multi-Turn1437—

Frequently asked questions

Is Grok 4.1 better than Phi-4 Mini?

Grok 4.1 is the stronger model overall, scoring 41.5 to 30.9 on the Noometry Index.

Is Grok 4.1 or Phi-4 Mini better for coding?

Grok 4.1 scores higher on coding benchmarks: 33.7 versus 28.1 in the Noometry coding category.

How many benchmarks do Grok 4.1 and Phi-4 Mini share?

0 benchmarks have published results for both models. Grok 4.1 has 19 scored results on Noometry and Phi-4 Mini has 3.

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