Model comparison

Gemini 3 Deep Think vs Inkling-Small

Inkling-Small has enough public results to be ranked (#63); Gemini 3 Deep Think does not yet, so treat this comparison as directional.

Last verified . 3 shared benchmarks.

Gemini 3 Deep Think Google

58.3

Unranked Sparse

Inkling-Small Thinking Machines Lab

46.5

Rank #63 Confirmed

Summary

  • They share 3 benchmarks with published results for both. Gemini 3 Deep Think scores higher in 1 category and Inkling-Small in 0 categories; one gap is clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3 Deep Think leads 70.2 to 38.6.
  • The biggest single-benchmark swing is ARC-AGI-2: 84.6% for Gemini 3 Deep Think and 40.1% for Inkling-Small.
  • Inkling-Small has downloadable open weights; the other is API-only.

Side by side

Gemini 3 Deep Think and Inkling-Small specifications
Gemini 3 Deep ThinkInkling-Small
ProviderGoogleThinking Machines Lab
Noometry Index58.346.5
Released2026-02-122026-07-15
WeightsProprietaryOpen
Context window—524K
Max output—1.05M
Input $ / M tokens—$0.45
Output $ / M tokens—$1.20
Results tracked333

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Category by category

Coding Not comparable

Gemini 3 Deep Think: —, Inkling-Small: 43.6 (#85)

Coding benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
LMArena WebDev—1409
SciCode—48.7%
LMArena Coding—1451

Reasoning Gemini 3 Deep Think leads

Gemini 3 Deep Think: 70.2 (#14), Inkling-Small: 38.6 (#63)

Reasoning benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
ARC-AGI-284.6%40.1%
ARC-AGI-196%84%
CritPt25.7%8.3%
Chess Puzzles—18%
LMArena Hard Prompts—1423
Mystery Game Puzzles—6%
Epoch Capabilities Index—150.15

Math Not comparable

Gemini 3 Deep Think: —, Inkling-Small: 45.1 (#77)

Math benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
FrontierMath (Tiers 1-3)—46.3%
FrontierMath Tier 4—17.1%
OTIS Mock AIME 2024-2025—90%
ProofBench—6%
LMArena Math—1459

Knowledge Not comparable

Gemini 3 Deep Think: —, Inkling-Small: 48.2 (#77)

Knowledge benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
GPQA Diamond—88.5%
SimpleQA Verified—19.1%
LMArena Expert—1442

Multimodal Not comparable

Gemini 3 Deep Think: —, Inkling-Small: 39.1 (#62)

Multimodal benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
LMArena Vision—1235

Multilingual Not comparable

Gemini 3 Deep Think: —, Inkling-Small: 51.7 (#104)

Multilingual benchmarks
BenchmarkGemini 3 Deep ThinkInkling-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

Gemini 3 Deep Think: —, Inkling-Small: 73.8 (#114)

Instruction Following benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
LMArena Instruction Following—1399

Long Context Not comparable

Gemini 3 Deep Think: —, Inkling-Small: 42.7 (#118)

Long Context benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
LMArena Longer Query—1401

Writing & Preference Not comparable

Gemini 3 Deep Think: —, Inkling-Small: 59.6 (#107)

Writing & Preference benchmarks
BenchmarkGemini 3 Deep ThinkInkling-Small
LMArena Text—1414
LMArena Creative Writing—1331
EQ-Bench Creative Writing—1491
LMArena Multi-Turn—1418

Frequently asked questions

Is Gemini 3 Deep Think better than Inkling-Small?

Inkling-Small has enough public results to be ranked (#63); Gemini 3 Deep Think does not yet, so treat this comparison as directional.

How many benchmarks do Gemini 3 Deep Think and Inkling-Small share?

3 benchmarks have published results for both models. Gemini 3 Deep Think has 3 scored results on Noometry and Inkling-Small has 33.

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