Model comparison

Grok 4.5 vs Phi-4 Mini

Grok 4.5 is the stronger model overall, scoring 55.0 to 30.9 on the Noometry Index. Phi-4 Mini costs 23× less per token, which makes it the better buy when Grok 4.5's lead doesn't matter for your workload.

Last verified . 2 shared benchmarks.

Grok 4.5 xAI

55.0

Rank #25 Confirmed

Phi-4 Mini Microsoft

30.9

Rank #283 Reported

Summary

  • They share 2 benchmarks with published results for both. Grok 4.5 scores higher in 3 categories and Phi-4 Mini in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Grok 4.5 leads 62.3 to 25.3.
  • The biggest single-benchmark swing is SciCode: 54.1% for Grok 4.5 and 10.8% for Phi-4 Mini.
  • Phi-4 Mini is cheaper at $0.075 / $0.30 per million input/output tokens, against $2 / $6 for Grok 4.5.
  • Grok 4.5 accepts more context: 500K tokens versus 128K.
  • Phi-4 Mini has downloadable open weights; the other is API-only.

Side by side

Grok 4.5 and Phi-4 Mini specifications
Grok 4.5Phi-4 Mini
ProviderxAIMicrosoft
Noometry Index55.030.9
Released2026-07-082024-12-11
WeightsProprietaryOpen
Context window500K128K
Max output500K4K
Input $ / M tokens$2$0.075
Output $ / M tokens$6$0.30
Results tracked523

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Category by category

Coding Grok 4.5 leads

Grok 4.5: 52.2 (#35), Phi-4 Mini: 28.1 (#317)

Coding benchmarks
BenchmarkGrok 4.5Phi-4 Mini
SciCode54.1%10.8%
DeepSWE53.8%—
FrontierCode42.4%—
LMArena WebDev1553—
WeirdML46.4%—
LMArena Coding1474—
ALE-Bench1,309—

Agentic & Tool Use Not comparable

Grok 4.5: 44.4 (#17), Phi-4 Mini: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.5Phi-4 Mini
APEX-Agents56.2%—
τ²-bench Banking47.9%—
PostTrainBench23.4%—
GBAEval65.4%—
GDP.pdf14%—
LMArena Search1213—
Vending-Bench 23,887—

Reasoning Grok 4.5 leads

Grok 4.5: 56.1 (#25), Phi-4 Mini: 22.4 (#195)

Reasoning benchmarks
BenchmarkGrok 4.5Phi-4 Mini
CritPt15.4%0%
ARC-AGI-252.6%—
SimpleBench70%—
Kagi LLM Benchmark83.5%—
NYT Connections (extended)79.9%—
ARC-AGI-187.2%—
Chess Puzzles36%—
LMArena Hard Prompts1462—
DTBench96.5%—
LMCA45.2%—
Surface Evolver Bench74.4%—
Epoch Capabilities Index153.92—

Math Not comparable

Grok 4.5: 60.9 (#35), Phi-4 Mini: —

Math benchmarks
BenchmarkGrok 4.5Phi-4 Mini
FrontierMath (Tiers 1-3)57.2%—
FrontierMath Tier 424.4%—
OTIS Mock AIME 2024-202597.8%—
ProofBench31%—
LMArena Math1459—

Knowledge Grok 4.5 leads

Grok 4.5: 62.3 (#24), Phi-4 Mini: 25.3 (#262)

Knowledge benchmarks
BenchmarkGrok 4.5Phi-4 Mini
GPQA Diamond93.4%—
SimpleQA Verified48.3%—
Vectara Hallucination Rate—23.5%
LMArena Expert1466—

Multimodal Not comparable

Grok 4.5: 37.6 (#72), Phi-4 Mini: —

Multimodal benchmarks
BenchmarkGrok 4.5Phi-4 Mini
LMArena Vision1288—
Blueprint-Bench 227.3%—
Furniture Assembly22.5%—
LMArena Document1452—

Multilingual Not comparable

Grok 4.5: 54.4 (#42), Phi-4 Mini: —

Multilingual benchmarks
BenchmarkGrok 4.5Phi-4 Mini
LMArena Non-English1440—
LMArena Chinese1496—
LMArena French1456—
LMArena German1446—
LMArena Japanese1428—
LMArena Korean1404—
LMArena Russian1448—
LMArena Spanish1450—

Instruction Following Not comparable

Grok 4.5: 76.0 (#48), Phi-4 Mini: —

Instruction Following benchmarks
BenchmarkGrok 4.5Phi-4 Mini
LMArena Instruction Following1446—

Long Context Not comparable

Grok 4.5: 44.8 (#56), Phi-4 Mini: —

Long Context benchmarks
BenchmarkGrok 4.5Phi-4 Mini
LMArena Longer Query1463—

Writing & Preference Not comparable

Grok 4.5: 65.8 (#42), Phi-4 Mini: —

Writing & Preference benchmarks
BenchmarkGrok 4.5Phi-4 Mini
LMArena Text1448—
LMArena Creative Writing1442—
EQ-Bench Creative Writing1579—
LMArena Multi-Turn1456—

Frequently asked questions

Is Grok 4.5 better than Phi-4 Mini?

Grok 4.5 is the stronger model overall, scoring 55.0 to 30.9 on the Noometry Index. Phi-4 Mini costs 23× less per token, which makes it the better buy when Grok 4.5's lead doesn't matter for your workload.

Which is cheaper, Grok 4.5 or Phi-4 Mini?

Phi-4 Mini is cheaper. It lists at $0.075 per million input tokens and $0.30 per million output tokens; Grok 4.5 lists at $2 and $6.

Is Grok 4.5 or Phi-4 Mini better for coding?

Grok 4.5 scores higher on coding benchmarks: 52.2 versus 28.1 in the Noometry coding category.

Which has the bigger context window?

Grok 4.5 does, with 500K tokens against 128K.

How many benchmarks do Grok 4.5 and Phi-4 Mini share?

2 benchmarks have published results for both models. Grok 4.5 has 52 scored results on Noometry and Phi-4 Mini has 3.

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