Noometry

Model comparison

Gemini 3.7 Flash vs Laguna M.1

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 32.5 on the Noometry Index.

Last verified . 2 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #14 Confirmed

Laguna M.1 Poolside

32.5

Rank #256 Reported

Summary

  • They share 2 benchmarks with published results for both. Gemini 3.7 Flash scores higher in 3 categories and Laguna M.1 in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where Gemini 3.7 Flash leads 69.6 to 21.1.
  • The biggest single-benchmark swing is ProofBench: 58% for Gemini 3.7 Flash and 0% for Laguna M.1.
  • Gemini 3.7 Flash accepts more context: 1.05M tokens versus 262K.
  • Laguna M.1 has downloadable open weights; the other is API-only.

Side by side

Gemini 3.7 FlashLaguna M.1
ProviderGooglePoolside
Noometry Index59.832.5
Released2026-08-132026-04-28
WeightsProprietaryOpen
Context window1.05M262K
Max output66K33K
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked443

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Category by category

Coding Gemini 3.7 Flash leads

Gemini 3.7 Flash: 56.2 (#22), Laguna M.1: 36.6 (#204)

BenchmarkGemini 3.7 FlashLaguna M.1
LMArena WebDev15921349
DeepSWE65.5%—
FrontierCode43.6%—
FrontierSWE20.3%—
SciCode59.8%—
LMArena Coding1497—
ALE-Bench904.3—

Agentic & Tool Use Not comparable

Gemini 3.7 Flash: 42.1 (#19), Laguna M.1: —

BenchmarkGemini 3.7 FlashLaguna M.1
APEX-Agents67.8%—
Remote Labor Index5%—
GDP.pdf23.8%—

Reasoning Gemini 3.7 Flash leads

Gemini 3.7 Flash: 70.0 (#15), Laguna M.1: 23.1 (#184)

BenchmarkGemini 3.7 FlashLaguna M.1
ARC-AGI-284.6%—
NYT Connections (extended)94%—
ARC-AGI-195.5%—
CritPt14.3%—
Chess Puzzles47%—
LMArena Hard Prompts1494—
Mystery Game Puzzles37%—
DTBench96.8%—
LMCA50.4%—
Surface Evolver Bench—15.6%
Epoch Capabilities Index157.27—

Math Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.6 (#23), Laguna M.1: 21.1 (#283)

BenchmarkGemini 3.7 FlashLaguna M.1
ProofBench58%0%
FrontierMath (Tiers 1-3)71.6%—
FrontierMath Tier 436.6%—
OTIS Mock AIME 2024-202597.2%—
LMArena Math1507—

Knowledge Not comparable

Gemini 3.7 Flash: 69.7 (#5), Laguna M.1: —

BenchmarkGemini 3.7 FlashLaguna M.1
GPQA Diamond94.8%—
SimpleQA Verified69.2%—
LMArena Expert1508—

Multimodal Not comparable

Gemini 3.7 Flash: 37.3 (#73), Laguna M.1: —

BenchmarkGemini 3.7 FlashLaguna M.1
LMArena Vision1316—
Furniture Assembly26.7%—

Multilingual Not comparable

Gemini 3.7 Flash: 57.6 (#7), Laguna M.1: —

BenchmarkGemini 3.7 FlashLaguna M.1
LMArena Non-English1484—
LMArena Chinese1548—
LMArena French1505—
LMArena German1498—
LMArena Japanese1512—
LMArena Korean1483—
LMArena Russian1516—
LMArena Spanish1503—

Instruction Following Not comparable

Gemini 3.7 Flash: 77.7 (#15), Laguna M.1: —

BenchmarkGemini 3.7 FlashLaguna M.1
LMArena Instruction Following1483—

Long Context Not comparable

Gemini 3.7 Flash: 45.7 (#30), Laguna M.1: —

BenchmarkGemini 3.7 FlashLaguna M.1
LMArena Longer Query1492—

Writing & Preference Not comparable

Gemini 3.7 Flash: 71.2 (#20), Laguna M.1: —

BenchmarkGemini 3.7 FlashLaguna M.1
LMArena Text1486—
LMArena Creative Writing1490—
EQ-Bench Creative Writing1723—
LMArena Multi-Turn1489—

Frequently asked questions

Is Gemini 3.7 Flash better than Laguna M.1?

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 32.5 on the Noometry Index.

Is Gemini 3.7 Flash or Laguna M.1 better for coding?

Gemini 3.7 Flash scores higher on coding benchmarks: 56.2 versus 36.6 in the Noometry coding category.

Which has the bigger context window?

Gemini 3.7 Flash does, with 1.05M tokens against 262K.

How many benchmarks do Gemini 3.7 Flash and Laguna M.1 share?

2 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and Laguna M.1 has 3.

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