Model comparison

Gemma 7B vs Inkling-Small

Inkling-Small is the stronger model overall, scoring 46.5 to 30.0 on the Noometry Index.

Last verified . 14 shared benchmarks.

Gemma 7B Google

30.0

Rank #299 Confirmed

Inkling-Small Thinking Machines Lab

46.5

Rank #63 Confirmed

Summary

  • They share 14 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and Inkling-Small in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Inkling-Small leads 59.6 to 27.1.

Side by side

Gemma 7B and Inkling-Small specifications
Gemma 7BInkling-Small
ProviderGoogleThinking Machines Lab
Noometry Index30.046.5
Released2024-02-212026-07-15
WeightsOpenOpen
Context window—524K
Max output—1.05M
Input $ / M tokens—$0.45
Output $ / M tokens—$1.20
Results tracked2733

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Category by category

Coding Inkling-Small leads

Gemma 7B: 30.5 (#294), Inkling-Small: 43.6 (#85)

Coding benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Coding10481451
LMArena WebDev—1409
SciCode—48.7%
HumanEval+28.7%—
MBPP+43.4%—

Reasoning Inkling-Small leads

Gemma 7B: 19.9 (#249), Inkling-Small: 38.6 (#63)

Reasoning benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Hard Prompts10421423
Epoch Capabilities Index111.99150.15
ARC-AGI-2—40.1%
ARC-AGI-1—84%
CritPt—8.3%
Chess Puzzles—18%
Mystery Game Puzzles—6%
Adversarial NLI48.7%—
BIG-Bench Hard55.1%—
HellaSwag82.2%—
PIQA81.2%—
WinoGrande79%—

Math Inkling-Small leads

Gemma 7B: 31.2 (#228), Inkling-Small: 45.1 (#77)

Math benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Math10661459
FrontierMath (Tiers 1-3)—46.3%
FrontierMath Tier 4—17.1%
OTIS Mock AIME 2024-2025—90%
ProofBench—6%
GSM8K46.4%—

Knowledge Inkling-Small leads

Gemma 7B: 27.3 (#252), Inkling-Small: 48.2 (#77)

Knowledge benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Expert10011442
GPQA Diamond—88.5%
SimpleQA Verified—19.1%
ARC (AI2) Challenge78.3%—
BoolQ83.2%—
MMLU66.1%—
OpenBookQA78.6%—
TriviaQA72.3%—

Multimodal Not comparable

Gemma 7B: —, Inkling-Small: 39.1 (#62)

Multimodal benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Vision—1235

Multilingual Inkling-Small leads

Gemma 7B: 25.1 (#287), Inkling-Small: 51.7 (#104)

Multilingual benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Non-English9991402
LMArena Chinese10351465
LMArena French10251436
LMArena Russian9931391
LMArena German—1405
LMArena Japanese—1405
LMArena Korean—1363
LMArena Spanish—1428

Instruction Following Inkling-Small leads

Gemma 7B: 51.5 (#295), Inkling-Small: 73.8 (#114)

Instruction Following benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Instruction Following10171399

Long Context Inkling-Small leads

Gemma 7B: 31.1 (#282), Inkling-Small: 42.7 (#118)

Long Context benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Longer Query10221401

Writing & Preference Inkling-Small leads

Gemma 7B: 27.1 (#302), Inkling-Small: 59.6 (#107)

Writing & Preference benchmarks
BenchmarkGemma 7BInkling-Small
LMArena Text10561414
LMArena Creative Writing10241331
LMArena Multi-Turn9631418
EQ-Bench Creative Writing—1491

Frequently asked questions

Is Gemma 7B better than Inkling-Small?

Inkling-Small is the stronger model overall, scoring 46.5 to 30.0 on the Noometry Index.

Is Gemma 7B or Inkling-Small better for coding?

Inkling-Small scores higher on coding benchmarks: 43.6 versus 30.5 in the Noometry coding category.

How many benchmarks do Gemma 7B and Inkling-Small share?

14 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Inkling-Small has 33.

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