Noometry

Model comparison

Gemini 3.7 Flash vs Muse Glimmer

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 41.7 on the Noometry Index.

Last verified . 15 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #14 Confirmed

Muse Glimmer Meta

41.7

Rank #131 Confirmed

Summary

  • They share 15 benchmarks with published results for both. Gemini 3.7 Flash scores higher in 8 categories and Muse Glimmer in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3.7 Flash leads 70.0 to 25.7.
  • The biggest single-benchmark swing is SciCode: 59.8% for Gemini 3.7 Flash and 44.9% for Muse Glimmer.
  • Muse Glimmer has downloadable open weights; the other is API-only.

Side by side

Gemini 3.7 FlashMuse Glimmer
ProviderGoogleMeta
Noometry Index59.841.7
Released2026-08-132026-08-10
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked4415

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Category by category

Coding Gemini 3.7 Flash leads

Gemini 3.7 Flash: 56.2 (#22), Muse Glimmer: 40.4 (#142)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena WebDev15921355
SciCode59.8%44.9%
LMArena Coding14971416
DeepSWE65.5%—
FrontierCode43.6%—
FrontierSWE20.3%—
ALE-Bench904.3—

Agentic & Tool Use Not comparable

Gemini 3.7 Flash: 42.1 (#19), Muse Glimmer: —

BenchmarkGemini 3.7 FlashMuse Glimmer
APEX-Agents67.8%—
Remote Labor Index5%—
GDP.pdf23.8%—

Reasoning Gemini 3.7 Flash leads

Gemini 3.7 Flash: 70.0 (#15), Muse Glimmer: 25.7 (#144)

BenchmarkGemini 3.7 FlashMuse Glimmer
CritPt14.3%2.6%
LMArena Hard Prompts14941396
ARC-AGI-284.6%—
NYT Connections (extended)94%—
ARC-AGI-195.5%—
Chess Puzzles47%—
Mystery Game Puzzles37%—
DTBench96.8%—
LMCA50.4%—
Epoch Capabilities Index157.27—

Math Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.6 (#23), Muse Glimmer: 38.8 (#125)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Math15071417
FrontierMath (Tiers 1-3)71.6%—
FrontierMath Tier 436.6%—
OTIS Mock AIME 2024-202597.2%—
ProofBench58%—

Knowledge Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.7 (#5), Muse Glimmer: 38.5 (#143)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Expert15081386
GPQA Diamond94.8%—
SimpleQA Verified69.2%—

Multimodal Not comparable

Gemini 3.7 Flash: 37.3 (#73), Muse Glimmer: —

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Vision1316—
Furniture Assembly26.7%—

Multilingual Gemini 3.7 Flash leads

Gemini 3.7 Flash: 57.6 (#7), Muse Glimmer: 50.5 (#122)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Non-English14841384
LMArena Chinese15481412
LMArena Russian15161390
LMArena French1505—
LMArena German1498—
LMArena Japanese1512—
LMArena Korean1483—
LMArena Spanish1503—

Instruction Following Gemini 3.7 Flash leads

Gemini 3.7 Flash: 77.7 (#15), Muse Glimmer: 72.6 (#135)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Instruction Following14831375

Long Context Gemini 3.7 Flash leads

Gemini 3.7 Flash: 45.7 (#30), Muse Glimmer: 42.1 (#129)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Longer Query14921382

Writing & Preference Gemini 3.7 Flash leads

Gemini 3.7 Flash: 71.2 (#20), Muse Glimmer: 57.5 (#126)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Text14861389
LMArena Creative Writing14901339
LMArena Multi-Turn14891399
EQ-Bench Creative Writing1723—

Frequently asked questions

Is Gemini 3.7 Flash better than Muse Glimmer?

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 41.7 on the Noometry Index.

Is Gemini 3.7 Flash or Muse Glimmer better for coding?

Gemini 3.7 Flash scores higher on coding benchmarks: 56.2 versus 40.4 in the Noometry coding category.

How many benchmarks do Gemini 3.7 Flash and Muse Glimmer share?

15 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and Muse Glimmer has 15.

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