Model comparison

Gemini 3 Deep Think vs Step 3.7 Flash

Step 3.7 Flash has enough public results to be ranked (#207); Gemini 3 Deep Think does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Gemini 3 Deep Think Google

58.3

Unranked Sparse

Step 3.7 Flash StepFun

37.3

Rank #207 Reported

Summary

  • They share 1 benchmark with published results for both. Gemini 3 Deep Think scores higher in 1 category and Step 3.7 Flash 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 21.6.
  • The biggest single-benchmark swing is CritPt: 25.7% for Gemini 3 Deep Think and 2.3% for Step 3.7 Flash.
  • Step 3.7 Flash has downloadable open weights; the other is API-only.

Side by side

Gemini 3 Deep Think and Step 3.7 Flash specifications
Gemini 3 Deep ThinkStep 3.7 Flash
ProviderGoogleStepFun
Noometry Index58.337.3
Released2026-02-122026-05-29
WeightsProprietaryOpen
Context window—256K
Max output—256K
Input $ / M tokens—$0.18
Output $ / M tokens—$1.11
Results tracked35

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Category by category

Coding Not comparable

Gemini 3 Deep Think: —, Step 3.7 Flash: 40.0 (#150)

Coding benchmarks
BenchmarkGemini 3 Deep ThinkStep 3.7 Flash
SciCode—40%
ALE-Bench—694.12

Reasoning Gemini 3 Deep Think leads

Gemini 3 Deep Think: 70.2 (#14), Step 3.7 Flash: 21.6 (#219)

Reasoning benchmarks
BenchmarkGemini 3 Deep ThinkStep 3.7 Flash
CritPt25.7%2.3%
ARC-AGI-284.6%—
NYT Connections (extended)—39.7%
ARC-AGI-196%—

Math Not comparable

Gemini 3 Deep Think: —, Step 3.7 Flash: 42.9 (#82)

Math benchmarks
BenchmarkGemini 3 Deep ThinkStep 3.7 Flash
MathArena Final-Answer Competitions—68.5%

Frequently asked questions

Is Gemini 3 Deep Think better than Step 3.7 Flash?

Step 3.7 Flash has enough public results to be ranked (#207); Gemini 3 Deep Think does not yet, so treat this comparison as directional.

How many benchmarks do Gemini 3 Deep Think and Step 3.7 Flash share?

1 benchmark has published results for both models. Gemini 3 Deep Think has 3 scored results on Noometry and Step 3.7 Flash has 5.

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