Model comparison

Gemma 3 1B vs Step 5 Preview

Step 5 Preview is the stronger model overall, scoring 47.9 to 21.1 on the Noometry Index.

Last verified . 0 shared benchmarks.

Gemma 3 1B Google

21.1

Rank #353 Reported

Step 5 Preview StepFun

47.9

Rank #58 Confirmed

Summary

  • The widest gap is in math, where Step 5 Preview leads 46.1 to 10.2.
  • Gemma 3 1B has downloadable open weights; the other is API-only.

Side by side

Gemma 3 1B and Step 5 Preview specifications
Gemma 3 1BStep 5 Preview
ProviderGoogleStepFun
Noometry Index21.147.9
Released2025-03-122026-09-16
WeightsOpenProprietary
Context window—1.02M
Max output—66K
Input $ / M tokens—$1
Output $ / M tokens—$2.70
Results tracked418

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Category by category

Coding Not comparable

Gemma 3 1B: —, Step 5 Preview: 51.8 (#36)

Coding benchmarks
BenchmarkGemma 3 1BStep 5 Preview
LMArena WebDev—1564
SciCode—58.9%
LMArena Coding—1480

Agentic & Tool Use Not comparable

Gemma 3 1B: 13.7 (#152), Step 5 Preview: —

Agentic & Tool Use benchmarks
BenchmarkGemma 3 1BStep 5 Preview
Berkeley Function Calling Leaderboard7.2%—

Reasoning Step 5 Preview leads

Gemma 3 1B: 19.2 (#264), Step 5 Preview: 40.0 (#57)

Reasoning benchmarks
BenchmarkGemma 3 1BStep 5 Preview
CritPt—20.9%
Chess Puzzles0%—
LMArena Hard Prompts—1465

Math Step 5 Preview leads

Gemma 3 1B: 10.2 (#316), Step 5 Preview: 46.1 (#72)

Math benchmarks
BenchmarkGemma 3 1BStep 5 Preview
OTIS Mock AIME 2024-20251.1%—
ProofBench—42%
LMArena Math—1470

Knowledge Step 5 Preview leads

Gemma 3 1B: 7.0 (#314), Step 5 Preview: 41.2 (#112)

Knowledge benchmarks
BenchmarkGemma 3 1BStep 5 Preview
GPQA Diamond19.9%—
LMArena Expert—1470

Multimodal Not comparable

Gemma 3 1B: —, Step 5 Preview: 41.0 (#41)

Multimodal benchmarks
BenchmarkGemma 3 1BStep 5 Preview
LMArena Vision—1267

Multilingual Not comparable

Gemma 3 1B: —, Step 5 Preview: 53.8 (#54)

Multilingual benchmarks
BenchmarkGemma 3 1BStep 5 Preview
LMArena Non-English—1432
LMArena Chinese—1519
LMArena Russian—1436
LMArena Spanish—1439

Instruction Following Not comparable

Gemma 3 1B: —, Step 5 Preview: 76.0 (#50)

Instruction Following benchmarks
BenchmarkGemma 3 1BStep 5 Preview
LMArena Instruction Following—1444

Long Context Not comparable

Gemma 3 1B: —, Step 5 Preview: 44.5 (#64)

Long Context benchmarks
BenchmarkGemma 3 1BStep 5 Preview
LMArena Longer Query—1455

Writing & Preference Not comparable

Gemma 3 1B: —, Step 5 Preview: 62.8 (#71)

Writing & Preference benchmarks
BenchmarkGemma 3 1BStep 5 Preview
LMArena Text—1442
LMArena Creative Writing—1410
LMArena Multi-Turn—1447

Frequently asked questions

Is Gemma 3 1B better than Step 5 Preview?

Step 5 Preview is the stronger model overall, scoring 47.9 to 21.1 on the Noometry Index.

How many benchmarks do Gemma 3 1B and Step 5 Preview share?

0 benchmarks have published results for both models. Gemma 3 1B has 4 scored results on Noometry and Step 5 Preview has 18.

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