Model comparison

Gemini 2.5 Flash vs Phi-4 Mini

Gemini 2.5 Flash is the stronger model overall, scoring 39.3 to 30.9 on the Noometry Index. Phi-4 Mini costs 6.5× less per token, which makes it the better buy when Gemini 2.5 Flash's lead doesn't matter for your workload.

Last verified . 2 shared benchmarks.

Gemini 2.5 Flash Google

39.3

Rank #170 Confirmed

Phi-4 Mini Microsoft

30.9

Rank #283 Reported

Summary

  • They share 2 benchmarks with published results for both. Gemini 2.5 Flash scores higher in 2 categories and Phi-4 Mini in 1 category; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Gemini 2.5 Flash leads 36.4 to 25.3.
  • The biggest single-benchmark swing is Vectara Hallucination Rate: 7.8% for Gemini 2.5 Flash and 23.5% for Phi-4 Mini.
  • Phi-4 Mini is cheaper at $0.075 / $0.30 per million input/output tokens, against $0.30 / $2.50 for Gemini 2.5 Flash.
  • Gemini 2.5 Flash accepts more context: 1.05M tokens versus 128K.
  • Phi-4 Mini has downloadable open weights; the other is API-only.

Side by side

Gemini 2.5 Flash and Phi-4 Mini specifications
Gemini 2.5 FlashPhi-4 Mini
ProviderGoogleMicrosoft
Noometry Index39.330.9
Released2025-04-172024-12-11
WeightsProprietaryOpen
Context window1.05M128K
Max output66K4K
Input $ / M tokens$0.30$0.075
Output $ / M tokens$2.50$0.30
Results tracked543

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Category by category

Coding Gemini 2.5 Flash leads

Gemini 2.5 Flash: 35.8 (#220), Phi-4 Mini: 28.1 (#317)

Coding benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
SWE-bench Verified (bash only)28.7%—
Aider Polyglot55.1%—
SciCode—10.8%
WeirdML41.9%—
LMArena Coding1424—
ALE-Bench661.88—

Agentic & Tool Use Not comparable

Gemini 2.5 Flash: 30.8 (#74), Phi-4 Mini: —

Agentic & Tool Use benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
Terminal-Bench17.1%—
Berkeley Function Calling Leaderboard56.2%—
TheAgentCompany41.1%—
BALROG33.5%—
Vending-Bench 2548.84—

Reasoning Phi-4 Mini leads

Gemini 2.5 Flash: 18.1 (#286), Phi-4 Mini: 22.4 (#195)

Reasoning benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
CritPt1.1%0%
ARC-AGI-22.5%—
SimpleBench41.2%—
Kagi LLM Benchmark56.8%—
ARC-AGI-133.3%—
EnigmaEval2.7%—
LMArena Hard Prompts1422—
DTBench76.5%—
LMCA27.5%—
Epoch Capabilities Index143.03—
ForecastBench60.6—

Math Not comparable

Gemini 2.5 Flash: 39.9 (#98), Phi-4 Mini: —

Math benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
OTIS Mock AIME 2024-202573.1%—
Omni-MATH38.5%—
LMArena Math1415—
FrontierMath (Feb 2025 set)4.8%—
FrontierMath Tier 4 (v1)4.2%—

Knowledge Gemini 2.5 Flash leads

Gemini 2.5 Flash: 36.4 (#168), Phi-4 Mini: 25.3 (#262)

Knowledge benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
Vectara Hallucination Rate7.8%23.5%
Humanity's Last Exam12.1%—
MMLU-Pro63.9%—
Confabulations16.8%—
GPQA (HELM)39%—
LMArena Expert1426—

Multimodal Not comparable

Gemini 2.5 Flash: 41.8 (#32), Phi-4 Mini: —

Multimodal benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
LMArena Vision1253—
GeoBench76%—
VPCT46.2%—
SpatialViz-Bench36.9%—

Multilingual Not comparable

Gemini 2.5 Flash: 52.3 (#88), Phi-4 Mini: —

Multilingual benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
LMArena Non-English1409—
LMArena Chinese1450—
LMArena French1433—
LMArena German1418—
LMArena Japanese1405—
LMArena Korean1385—
LMArena Russian1415—
LMArena Spanish1421—

Instruction Following Not comparable

Gemini 2.5 Flash: 75.7 (#54), Phi-4 Mini: —

Instruction Following benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
IFEval89.8%—
LMArena Instruction Following1405—

Long Context Not comparable

Gemini 2.5 Flash: 47.5 (#17), Phi-4 Mini: —

Long Context benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
Fiction.LiveBench77.8%—
LMArena Longer Query1419—

Writing & Preference Not comparable

Gemini 2.5 Flash: 53.8 (#157), Phi-4 Mini: —

Writing & Preference benchmarks
BenchmarkGemini 2.5 FlashPhi-4 Mini
LMArena Text1417—
LMArena Creative Writing1400—
Short-Story Creative Writing76.5%—
EQ-Bench Creative Writing1137—
WildBench81.7%—
LMArena Multi-Turn1408—

Frequently asked questions

Is Gemini 2.5 Flash better than Phi-4 Mini?

Gemini 2.5 Flash is the stronger model overall, scoring 39.3 to 30.9 on the Noometry Index. Phi-4 Mini costs 6.5× less per token, which makes it the better buy when Gemini 2.5 Flash's lead doesn't matter for your workload.

Which is cheaper, Gemini 2.5 Flash 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; Gemini 2.5 Flash lists at $0.30 and $2.50.

Is Gemini 2.5 Flash or Phi-4 Mini better for coding?

Gemini 2.5 Flash scores higher on coding benchmarks: 35.8 versus 28.1 in the Noometry coding category.

Which has the bigger context window?

Gemini 2.5 Flash does, with 1.05M tokens against 128K.

How many benchmarks do Gemini 2.5 Flash and Phi-4 Mini share?

2 benchmarks have published results for both models. Gemini 2.5 Flash has 54 scored results on Noometry and Phi-4 Mini has 3.

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