Model comparison

Gemma 3n E4b IT vs Step 2 16k Exp 202412

Step 2 16k Exp 202412 is the stronger model overall, scoring 38.6 to 36.7 on the Noometry Index.

Last verified . 12 shared benchmarks.

Gemma 3n E4b IT Google

36.7

Rank #203 Confirmed

Step 2 16k Exp 202412 StepFun

38.6

Rank #173 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Gemma 3n E4b IT scores higher in 0 categories and Step 2 16k Exp 202412 in 8 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Step 2 16k Exp 202412 leads 24.8 to 19.2.
  • Gemma 3n E4b IT has downloadable open weights; the other is API-only.

Side by side

Gemma 3n E4b IT and Step 2 16k Exp 202412 specifications
Gemma 3n E4b ITStep 2 16k Exp 202412
ProviderGoogleStepFun
Noometry Index36.738.6
Released2025-05-20—
WeightsOpenProprietary
Context window33K—
Max output33K—
Input $ / M tokens$0.06—
Output $ / M tokens$0.12—
Results tracked1812

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Category by category

Coding Step 2 16k Exp 202412 leads

Gemma 3n E4b IT: 36.4 (#193), Step 2 16k Exp 202412: 37.9 (#170)

Coding benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Coding12691316

Reasoning Step 2 16k Exp 202412 leads

Gemma 3n E4b IT: 19.2 (#239), Step 2 16k Exp 202412: 24.8 (#140)

Reasoning benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Hard Prompts12841299
Kagi LLM Benchmark31.5%—

Math Step 2 16k Exp 202412 leads

Gemma 3n E4b IT: 32.5 (#186), Step 2 16k Exp 202412: 33.6 (#171)

Math benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Math12511305

Knowledge Too close to call

Gemma 3n E4b IT: 33.6 (#193), Step 2 16k Exp 202412: 34.6 (#187)

Knowledge benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Expert12451279

Multilingual Too close to call

Gemma 3n E4b IT: 43.5 (#179), Step 2 16k Exp 202412: 43.9 (#176)

Multilingual benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Non-English12851290
LMArena Chinese13101331
LMArena Russian12881324
LMArena French1330—
LMArena German1312—
LMArena Japanese1274—
LMArena Korean1259—
LMArena Spanish1305—

Instruction Following Step 2 16k Exp 202412 leads

Gemma 3n E4b IT: 66.3 (#205), Step 2 16k Exp 202412: 68.1 (#187)

Instruction Following benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Instruction Following12551287

Long Context Too close to call

Gemma 3n E4b IT: 38.8 (#185), Step 2 16k Exp 202412: 39.7 (#165)

Long Context benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Longer Query12771307

Writing & Preference Step 2 16k Exp 202412 leads

Gemma 3n E4b IT: 50.3 (#181), Step 2 16k Exp 202412: 52.5 (#168)

Writing & Preference benchmarks
BenchmarkGemma 3n E4b ITStep 2 16k Exp 202412
LMArena Text13061321
LMArena Creative Writing12871328
LMArena Multi-Turn12761292

Frequently asked questions

Is Gemma 3n E4b IT better than Step 2 16k Exp 202412?

Step 2 16k Exp 202412 is the stronger model overall, scoring 38.6 to 36.7 on the Noometry Index.

Is Gemma 3n E4b IT or Step 2 16k Exp 202412 better for coding?

Step 2 16k Exp 202412 scores higher on coding benchmarks: 37.9 versus 36.4 in the Noometry coding category.

How many benchmarks do Gemma 3n E4b IT and Step 2 16k Exp 202412 share?

12 benchmarks have published results for both models. Gemma 3n E4b IT has 18 scored results on Noometry and Step 2 16k Exp 202412 has 12.

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