Model comparison

Gemma 3 1B vs Inkling-Small

Inkling-Small is the stronger model overall, scoring 46.5 to 21.1 on the Noometry Index.

Last verified . 3 shared benchmarks.

Gemma 3 1B Google

21.1

Rank #353 Reported

Inkling-Small Thinking Machines Lab

46.5

Rank #63 Confirmed

Summary

  • They share 3 benchmarks with published results for both. Gemma 3 1B scores higher in 0 categories and Inkling-Small in 3 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Inkling-Small leads 48.2 to 7.0.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 1.1% for Gemma 3 1B and 90% for Inkling-Small.

Side by side

Gemma 3 1B and Inkling-Small specifications
Gemma 3 1BInkling-Small
ProviderGoogleThinking Machines Lab
Noometry Index21.146.5
Released2025-03-122026-07-15
WeightsOpenOpen
Context window—524K
Max output—1.05M
Input $ / M tokens—$0.45
Output $ / M tokens—$1.20
Results tracked433

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Category by category

Coding Not comparable

Gemma 3 1B: —, Inkling-Small: 43.6 (#85)

Coding benchmarks
BenchmarkGemma 3 1BInkling-Small
LMArena WebDev—1409
SciCode—48.7%
LMArena Coding—1451

Agentic & Tool Use Not comparable

Gemma 3 1B: 13.7 (#152), Inkling-Small: —

Agentic & Tool Use benchmarks
BenchmarkGemma 3 1BInkling-Small
Berkeley Function Calling Leaderboard7.2%—

Reasoning Inkling-Small leads

Gemma 3 1B: 19.2 (#264), Inkling-Small: 38.6 (#63)

Reasoning benchmarks
BenchmarkGemma 3 1BInkling-Small
Chess Puzzles0%18%
ARC-AGI-2—40.1%
ARC-AGI-1—84%
CritPt—8.3%
LMArena Hard Prompts—1423
Mystery Game Puzzles—6%
Epoch Capabilities Index—150.15

Math Inkling-Small leads

Gemma 3 1B: 10.2 (#316), Inkling-Small: 45.1 (#77)

Math benchmarks
BenchmarkGemma 3 1BInkling-Small
OTIS Mock AIME 2024-20251.1%90%
FrontierMath (Tiers 1-3)—46.3%
FrontierMath Tier 4—17.1%
ProofBench—6%
LMArena Math—1459

Knowledge Inkling-Small leads

Gemma 3 1B: 7.0 (#314), Inkling-Small: 48.2 (#77)

Knowledge benchmarks
BenchmarkGemma 3 1BInkling-Small
GPQA Diamond19.9%88.5%
SimpleQA Verified—19.1%
LMArena Expert—1442

Multimodal Not comparable

Gemma 3 1B: —, Inkling-Small: 39.1 (#62)

Multimodal benchmarks
BenchmarkGemma 3 1BInkling-Small
LMArena Vision—1235

Multilingual Not comparable

Gemma 3 1B: —, Inkling-Small: 51.7 (#104)

Multilingual benchmarks
BenchmarkGemma 3 1BInkling-Small
LMArena Non-English—1402
LMArena Chinese—1465
LMArena French—1436
LMArena German—1405
LMArena Japanese—1405
LMArena Korean—1363
LMArena Russian—1391
LMArena Spanish—1428

Instruction Following Not comparable

Gemma 3 1B: —, Inkling-Small: 73.8 (#114)

Instruction Following benchmarks
BenchmarkGemma 3 1BInkling-Small
LMArena Instruction Following—1399

Long Context Not comparable

Gemma 3 1B: —, Inkling-Small: 42.7 (#118)

Long Context benchmarks
BenchmarkGemma 3 1BInkling-Small
LMArena Longer Query—1401

Writing & Preference Not comparable

Gemma 3 1B: —, Inkling-Small: 59.6 (#107)

Writing & Preference benchmarks
BenchmarkGemma 3 1BInkling-Small
LMArena Text—1414
LMArena Creative Writing—1331
EQ-Bench Creative Writing—1491
LMArena Multi-Turn—1418

Frequently asked questions

Is Gemma 3 1B better than Inkling-Small?

Inkling-Small is the stronger model overall, scoring 46.5 to 21.1 on the Noometry Index.

How many benchmarks do Gemma 3 1B and Inkling-Small share?

3 benchmarks have published results for both models. Gemma 3 1B has 4 scored results on Noometry and Inkling-Small has 33.

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