Model comparison

Gemma 3 1B vs GPT-4o mini

GPT-4o mini is the stronger model overall, scoring 25.5 to 21.1 on the Noometry Index.

Last verified . 3 shared benchmarks.

Gemma 3 1B Google

21.1

Rank #353 Reported

GPT-4o mini OpenAI

25.5

Rank #343 Confirmed

Summary

  • They share 3 benchmarks with published results for both. Gemma 3 1B scores higher in 1 category and GPT-4o mini in 3 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in agentic & tool use, where GPT-4o mini leads 27.5 to 13.7.
  • The biggest single-benchmark swing is GPQA Diamond: 19.9% for Gemma 3 1B and 37.7% for GPT-4o mini.
  • Gemma 3 1B has downloadable open weights; the other is API-only.

Side by side

Gemma 3 1B and GPT-4o mini specifications
Gemma 3 1BGPT-4o mini
ProviderGoogleOpenAI
Noometry Index21.125.5
Released2025-03-122024-07-18
WeightsOpenProprietary
Context window—128K
Max output—16K
Input $ / M tokens—$0.15
Output $ / M tokens—$0.60
Results tracked460

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Category by category

Coding Not comparable

Gemma 3 1B: —, GPT-4o mini: 22.0 (#335)

Coding benchmarks
BenchmarkGemma 3 1BGPT-4o mini
Aider Polyglot—3.6%
WeirdML—11.8%
BigCodeBench Instruct—46.1%
LiveBench Coding—43.1%
LMArena Coding—1290
BigCodeBench Complete—57.4%
HumanEval+—83.5%
MBPP+—72.2%

Agentic & Tool Use GPT-4o mini leads

Gemma 3 1B: 13.7 (#152), GPT-4o mini: 27.5 (#101)

Agentic & Tool Use benchmarks
BenchmarkGemma 3 1BGPT-4o mini
Berkeley Function Calling Leaderboard7.2%—
BALROG—17.4%

Reasoning Gemma 3 1B leads

Gemma 3 1B: 19.2 (#264), GPT-4o mini: 8.7 (#347)

Reasoning benchmarks
BenchmarkGemma 3 1BGPT-4o mini
Chess Puzzles0%0%
ARC-AGI-2—0%
SimpleBench—10.7%
Kagi LLM Benchmark—28.8%
LiveBench Reasoning—32.8%
LMArena Hard Prompts—1267
Mystery Game Puzzles—12%
DTBench—54.4%
LiveBench Data Analysis—50%
LMCA—10.4%
Epoch Capabilities Index—126.56
LiveBench—41.3%
PIQA—88.7%

Math Too close to call

Gemma 3 1B: 10.2 (#316), GPT-4o mini: 10.4 (#314)

Math benchmarks
BenchmarkGemma 3 1BGPT-4o mini
OTIS Mock AIME 2024-20251.1%6.9%
FrontierMath (Tiers 1-3)—0.7%
Omni-MATH—28%
LiveBench Math—36.3%
LMArena Math—1267
MATH Level 5—52.6%
GSM8K—91.3%

Knowledge GPT-4o mini leads

Gemma 3 1B: 7.0 (#314), GPT-4o mini: 17.7 (#284)

Knowledge benchmarks
BenchmarkGemma 3 1BGPT-4o mini
GPQA Diamond19.9%37.7%
SimpleQA Verified—8.3%
MMLU-Pro—60.3%
Confabulations—37.2%
GPQA (HELM)—36.8%
LMArena Expert—1235
BoolQ—88.7%
MMLU—81.8%

Multimodal Not comparable

Gemma 3 1B: —, GPT-4o mini: 25.9 (#122)

Multimodal benchmarks
BenchmarkGemma 3 1BGPT-4o mini
LMArena Vision—1066
Video-MME—64.8%
GeoBench—64%
VPCT—34%

Multilingual Not comparable

Gemma 3 1B: —, GPT-4o mini: 42.0 (#199)

Multilingual benchmarks
BenchmarkGemma 3 1BGPT-4o mini
LMArena Non-English—1266
LMArena Chinese—1265
LMArena French—1297
LMArena German—1272
LMArena Japanese—1216
LMArena Korean—1195
LMArena Russian—1275
LMArena Spanish—1276

Instruction Following Not comparable

Gemma 3 1B: —, GPT-4o mini: 61.9 (#239)

Instruction Following benchmarks
BenchmarkGemma 3 1BGPT-4o mini
LiveBench Instruction Following—56.8%
IFEval—78.2%
LMArena Instruction Following—1258

Long Context Not comparable

Gemma 3 1B: —, GPT-4o mini: 39.1 (#186)

Long Context benchmarks
BenchmarkGemma 3 1BGPT-4o mini
LMArena Longer Query—1289

Writing & Preference Not comparable

Gemma 3 1B: —, GPT-4o mini: 39.5 (#248)

Writing & Preference benchmarks
BenchmarkGemma 3 1BGPT-4o mini
LMArena Text—1286
LMArena Creative Writing—1268
Short-Story Creative Writing—67.2%
EQ-Bench Creative Writing—873
WildBench—79.1%
LMArena Multi-Turn—1285
LiveBench Language—28.6%

Frequently asked questions

Is Gemma 3 1B better than GPT-4o mini?

GPT-4o mini is the stronger model overall, scoring 25.5 to 21.1 on the Noometry Index.

How many benchmarks do Gemma 3 1B and GPT-4o mini share?

3 benchmarks have published results for both models. Gemma 3 1B has 4 scored results on Noometry and GPT-4o mini has 60.

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