Model comparison

Gemma 3 1B vs GPT-5.6 Terra

GPT-5.6 Terra is the stronger model overall, scoring 59.1 to 20.7 on the Noometry Index.

Last verified . 3 shared benchmarks.

Gemma 3 1B Google

20.7

Rank #348 Reported

GPT-5.6 Terra OpenAI

59.1

Rank #15 Confirmed

Summary

  • They share 3 benchmarks with published results for both. Gemma 3 1B scores higher in 0 categories and GPT-5.6 Terra in 4 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-5.6 Terra leads 81.5 to 9.6.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 1.1% for Gemma 3 1B and 99.7% for GPT-5.6 Terra.
  • Gemma 3 1B has downloadable open weights; the other is API-only.

Side by side

Gemma 3 1B and GPT-5.6 Terra specifications
Gemma 3 1BGPT-5.6 Terra
ProviderGoogleOpenAI
Noometry Index20.759.1
Released2025-03-122026-07-09
WeightsOpenProprietary
Context window—1.05M
Max output—128K
Input $ / M tokens—$2
Output $ / M tokens—$12
Results tracked452

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Category by category

Coding Not comparable

Gemma 3 1B: —, GPT-5.6 Terra: 57.1 (#16)

Coding benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
DeepSWE—69.6%
FrontierCode—41.3%
CursorBench—41.3%
LMArena WebDev—1520
SciCode—55%
WeirdML—78.3%
LMArena Coding—1484
ALE-Bench—1,951

Agentic & Tool Use GPT-5.6 Terra leads

Gemma 3 1B: 13.5 (#144), GPT-5.6 Terra: 40.2 (#23)

Agentic & Tool Use benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
APEX-Agents—58.2%
Berkeley Function Calling Leaderboard7.2%—
BALROG—53.2%
GDP.pdf—24.7%
Vending-Bench 2—7,343

Reasoning GPT-5.6 Terra leads

Gemma 3 1B: 18.5 (#260), GPT-5.6 Terra: 60.6 (#19)

Reasoning benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
Chess Puzzles0%54%
ARC-AGI-2—83.9%
SimpleBench—48.9%
Kagi LLM Benchmark—51.3%
NYT Connections (extended)—78.4%
ARC-AGI-1—96.5%
CritPt—30%
LMArena Hard Prompts—1467
Mystery Game Puzzles—35%
DTBench—93.3%
LMCA—55%
Surface Evolver Bench—83.8%
Epoch Capabilities Index—159.31

Math GPT-5.6 Terra leads

Gemma 3 1B: 9.6 (#310), GPT-5.6 Terra: 81.5 (#10)

Math benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
OTIS Mock AIME 2024-20251.1%99.7%
FrontierMath (Tiers 1-3)—86%
FrontierMath Tier 4—70.7%
ProofBench—74%
LMArena Math—1463

Knowledge GPT-5.6 Terra leads

Gemma 3 1B: 7.1 (#309), GPT-5.6 Terra: 61.3 (#27)

Knowledge benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
GPQA Diamond19.9%93.3%
SimpleQA Verified—43.2%
LMArena Expert—1492

Multimodal Not comparable

Gemma 3 1B: —, GPT-5.6 Terra: 47.5 (#10)

Multimodal benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
LMArena Vision—1271
Blueprint-Bench 2—30.8%
Furniture Assembly—54.2%
LMArena Document—1472

Multilingual Not comparable

Gemma 3 1B: —, GPT-5.6 Terra: 54.5 (#42)

Multilingual benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
LMArena Non-English—1439
LMArena Chinese—1514
LMArena French—1476
LMArena German—1462
LMArena Japanese—1446
LMArena Korean—1420
LMArena Russian—1450
LMArena Spanish—1455

Instruction Following Not comparable

Gemma 3 1B: —, GPT-5.6 Terra: 76.6 (#38)

Instruction Following benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
LMArena Instruction Following—1453

Long Context Not comparable

Gemma 3 1B: —, GPT-5.6 Terra: 44.4 (#64)

Long Context benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
LMArena Longer Query—1452

Writing & Preference Not comparable

Gemma 3 1B: —, GPT-5.6 Terra: 70.4 (#21)

Writing & Preference benchmarks
BenchmarkGemma 3 1BGPT-5.6 Terra
LMArena Text—1446
LMArena Creative Writing—1411
EQ-Bench Creative Writing—1855
EQ-Bench 4—1234
LMArena Multi-Turn—1451

Frequently asked questions

Is Gemma 3 1B better than GPT-5.6 Terra?

GPT-5.6 Terra is the stronger model overall, scoring 59.1 to 20.7 on the Noometry Index.

How many benchmarks do Gemma 3 1B and GPT-5.6 Terra share?

3 benchmarks have published results for both models. Gemma 3 1B has 4 scored results on Noometry and GPT-5.6 Terra has 52.

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