Model comparison

Gemini 2.5 Flash vs Step 2 16k Exp 202412

Gemini 2.5 Flash and Step 2 16k Exp 202412 score almost the same on the Noometry Index (39.3 vs 39.2), so choose on price, context window or the category you care about most.

Last verified . 12 shared benchmarks.

Gemini 2.5 Flash Google

39.3

Rank #170 Confirmed

Step 2 16k Exp 202412 StepFun

39.2

Rank #171 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Gemini 2.5 Flash scores higher in 6 categories and Step 2 16k Exp 202412 in 2 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Gemini 2.5 Flash leads 52.3 to 43.7.

Side by side

Gemini 2.5 Flash and Step 2 16k Exp 202412 specifications
Gemini 2.5 FlashStep 2 16k Exp 202412
ProviderGoogleStepFun
Noometry Index39.339.2
Released2025-04-17—
WeightsProprietaryProprietary
Context window1.05M—
Max output66K—
Input $ / M tokens$0.30—
Output $ / M tokens$2.50—
Results tracked5412

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Category by category

Coding Step 2 16k Exp 202412 leads

Gemini 2.5 Flash: 35.8 (#220), Step 2 16k Exp 202412: 38.5 (#174)

Coding benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Coding14241316
SWE-bench Verified (bash only)28.7%—
Aider Polyglot55.1%—
WeirdML41.9%—
ALE-Bench661.88—

Agentic & Tool Use Not comparable

Gemini 2.5 Flash: 30.8 (#74), Step 2 16k Exp 202412: —

Agentic & Tool Use benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
Terminal-Bench17.1%—
Berkeley Function Calling Leaderboard56.2%—
TheAgentCompany41.1%—
BALROG33.5%—
Vending-Bench 2548.84—

Reasoning Step 2 16k Exp 202412 leads

Gemini 2.5 Flash: 18.1 (#286), Step 2 16k Exp 202412: 25.9 (#142)

Reasoning benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Hard Prompts14221299
ARC-AGI-22.5%—
SimpleBench41.2%—
Kagi LLM Benchmark56.8%—
ARC-AGI-133.3%—
CritPt1.1%—
EnigmaEval2.7%—
DTBench76.5%—
LMCA27.5%—
Epoch Capabilities Index143.03—
ForecastBench60.6—

Math Gemini 2.5 Flash leads

Gemini 2.5 Flash: 39.9 (#98), Step 2 16k Exp 202412: 36.3 (#169)

Math benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Math14151304
OTIS Mock AIME 2024-202573.1%—
Omni-MATH38.5%—
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), Step 2 16k Exp 202412: 35.2 (#187)

Knowledge benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Expert14261279
Humanity's Last Exam12.1%—
MMLU-Pro63.9%—
Confabulations16.8%—
Vectara Hallucination Rate7.8%—
GPQA (HELM)39%—

Multimodal Not comparable

Gemini 2.5 Flash: 41.8 (#32), Step 2 16k Exp 202412: —

Multimodal benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Vision1253—
GeoBench76%—
VPCT46.2%—
SpatialViz-Bench36.9%—

Multilingual Gemini 2.5 Flash leads

Gemini 2.5 Flash: 52.3 (#88), Step 2 16k Exp 202412: 43.7 (#181)

Multilingual benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Non-English14091290
LMArena Chinese14501331
LMArena Russian14151324
LMArena French1433—
LMArena German1418—
LMArena Japanese1405—
LMArena Korean1385—
LMArena Spanish1421—

Instruction Following Gemini 2.5 Flash leads

Gemini 2.5 Flash: 75.7 (#54), Step 2 16k Exp 202412: 67.9 (#192)

Instruction Following benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Instruction Following14051287
IFEval89.8%—

Long Context Gemini 2.5 Flash leads

Gemini 2.5 Flash: 47.5 (#17), Step 2 16k Exp 202412: 39.7 (#170)

Long Context benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Longer Query14191307
Fiction.LiveBench77.8%—

Writing & Preference Gemini 2.5 Flash leads

Gemini 2.5 Flash: 53.8 (#157), Step 2 16k Exp 202412: 52.3 (#173)

Writing & Preference benchmarks
BenchmarkGemini 2.5 FlashStep 2 16k Exp 202412
LMArena Text14171321
LMArena Creative Writing14001328
LMArena Multi-Turn14081292
Short-Story Creative Writing76.5%—
EQ-Bench Creative Writing1137—
WildBench81.7%—

Frequently asked questions

Is Gemini 2.5 Flash better than Step 2 16k Exp 202412?

Gemini 2.5 Flash and Step 2 16k Exp 202412 score almost the same on the Noometry Index (39.3 vs 39.2), so choose on price, context window or the category you care about most.

Is Gemini 2.5 Flash or Step 2 16k Exp 202412 better for coding?

Step 2 16k Exp 202412 scores higher on coding benchmarks: 38.5 versus 35.8 in the Noometry coding category.

How many benchmarks do Gemini 2.5 Flash and Step 2 16k Exp 202412 share?

12 benchmarks have published results for both models. Gemini 2.5 Flash has 54 scored results on Noometry and Step 2 16k Exp 202412 has 12.

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