Model comparison

Gemma 3 1B vs gpt-oss-120b

gpt-oss-120b is the stronger model overall, scoring 36.3 to 21.1 on the Noometry Index.

Last verified . 3 shared benchmarks.

Gemma 3 1B Google

21.1

Rank #353 Reported

gpt-oss-120b OpenAI

36.3

Rank #217 Confirmed

Summary

  • They share 3 benchmarks with published results for both. Gemma 3 1B scores higher in 1 category and gpt-oss-120b in 3 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where gpt-oss-120b leads 52.5 to 10.2.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 1.1% for Gemma 3 1B and 88.9% for gpt-oss-120b.

Side by side

Gemma 3 1B and gpt-oss-120b specifications
Gemma 3 1Bgpt-oss-120b
ProviderGoogleOpenAI
Noometry Index21.136.3
Released2025-03-122025-08-05
WeightsOpenOpen
Context window—131K
Max output—41K
Input $ / M tokens—$0.037
Output $ / M tokens—$0.17
Results tracked448

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Category by category

Coding Not comparable

Gemma 3 1B: —, gpt-oss-120b: 33.5 (#256)

Coding benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
SWE-bench Verified (bash only)—26%
Aider Polyglot—41.8%
SciCode—36%
WeirdML—48.2%
LMArena Coding—1380
ALE-Bench—575.62
AlgoTune—1.41

Agentic & Tool Use Gemma 3 1B leads

Gemma 3 1B: 13.7 (#152), gpt-oss-120b: 12.2 (#153)

Agentic & Tool Use benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
Terminal-Bench—18.7%
APEX-Agents—4.4%
Berkeley Function Calling Leaderboard7.2%—
METR Time Horizons—56.6%
Vending-Bench 2—-21.53

Reasoning Too close to call

Gemma 3 1B: 19.2 (#264), gpt-oss-120b: 20.0 (#245)

Reasoning benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
Chess Puzzles0%20%
SimpleBench—22.1%
Kagi LLM Benchmark—58.6%
CritPt—1.1%
LMArena Hard Prompts—1364
Mystery Game Puzzles—2%
DTBench—76.3%
LMCA—22.1%
Surface Evolver Bench—25%
Epoch Capabilities Index—139.93

Math gpt-oss-120b leads

Gemma 3 1B: 10.2 (#316), gpt-oss-120b: 52.5 (#50)

Math benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
OTIS Mock AIME 2024-20251.1%88.9%
Omni-MATH—68.8%
LMArena Math—1389

Knowledge gpt-oss-120b leads

Gemma 3 1B: 7.0 (#314), gpt-oss-120b: 42.4 (#96)

Knowledge benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
GPQA Diamond19.9%75.8%
MMLU-Pro—79.5%
Confabulations—15.7%
Vectara Hallucination Rate—14.2%
GPQA (HELM)—68.4%
LMArena Expert—1356

Multilingual Not comparable

Gemma 3 1B: —, gpt-oss-120b: 48.0 (#147)

Multilingual benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
LMArena Non-English—1351
LMArena Chinese—1385
LMArena French—1369
LMArena German—1353
LMArena Japanese—1331
LMArena Korean—1282
LMArena Russian—1343
LMArena Spanish—1389

Instruction Following Not comparable

Gemma 3 1B: —, gpt-oss-120b: 69.3 (#173)

Instruction Following benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
IFEval—83.6%
LMArena Instruction Following—1318

Long Context Not comparable

Gemma 3 1B: —, gpt-oss-120b: 31.4 (#278)

Long Context benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
Fiction.LiveBench—44.4%
LMArena Longer Query—1319

Writing & Preference Not comparable

Gemma 3 1B: —, gpt-oss-120b: 46.5 (#217)

Writing & Preference benchmarks
BenchmarkGemma 3 1Bgpt-oss-120b
LMArena Text—1365
LMArena Creative Writing—1275
Short-Story Creative Writing—77.1%
EQ-Bench Creative Writing—961
WildBench—84.5%
LMArena Multi-Turn—1340

Frequently asked questions

Is Gemma 3 1B better than gpt-oss-120b?

gpt-oss-120b is the stronger model overall, scoring 36.3 to 21.1 on the Noometry Index.

How many benchmarks do Gemma 3 1B and gpt-oss-120b share?

3 benchmarks have published results for both models. Gemma 3 1B has 4 scored results on Noometry and gpt-oss-120b has 48.

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