Noometry

Model comparison

Gemini 3.7 Flash vs Muse Glimmer

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 41.3 on the Noometry Index.

Last verified . 13 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #11 Confirmed

Muse Glimmer Meta

41.3

Rank #128 Confirmed

Summary

  • They share 13 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 70.1 to 27.2.
  • Muse Glimmer has downloadable open weights; the other is API-only.

Side by side

Gemini 3.7 FlashMuse Glimmer
ProviderGoogleMeta
Noometry Index59.841.3
Released2026-08-13—
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked4413

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Category by category

Coding Gemini 3.7 Flash leads

Gemini 3.7 Flash: 55.7 (#19), Muse Glimmer: 38.7 (#157)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena WebDev15931355
LMArena Coding14991417
DeepSWE65.5%—
FrontierCode43.6%—
FrontierSWE20.3%—
SciCode59.8%—
ALE-Bench904.3—

Agentic & Tool Use Not comparable

Gemini 3.7 Flash: 42.2 (#18), 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: 70.1 (#12), Muse Glimmer: 27.2 (#111)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Hard Prompts14971395
ARC-AGI-284.6%—
NYT Connections (extended)94%—
ARC-AGI-195.5%—
CritPt14.3%—
Chess Puzzles47%—
Mystery Game Puzzles37%—
DTBench96.8%—
LMCA50.4%—
Epoch Capabilities Index157.72—

Math Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.5 (#18), Muse Glimmer: 36.1 (#128)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Math15111419
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: 69.8 (#4), Muse Glimmer: 37.9 (#140)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Expert15081388
GPQA Diamond94.8%—
SimpleQA Verified69.2%—

Multimodal Not comparable

Gemini 3.7 Flash: 36.9 (#69), Muse Glimmer: —

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Vision1314—
Furniture Assembly26.7%—

Multilingual Gemini 3.7 Flash leads

Gemini 3.7 Flash: 57.8 (#7), Muse Glimmer: 50.6 (#117)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Non-English14851384
LMArena Chinese15531412
LMArena Russian15191393
LMArena French1512—
LMArena German1485—
LMArena Japanese1506—
LMArena Korean1486—
LMArena Spanish1507—

Instruction Following Gemini 3.7 Flash leads

Gemini 3.7 Flash: 78.0 (#12), Muse Glimmer: 72.7 (#134)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Instruction Following14861374

Long Context Gemini 3.7 Flash leads

Gemini 3.7 Flash: 45.8 (#28), Muse Glimmer: 42.1 (#124)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Longer Query14931381

Writing & Preference Gemini 3.7 Flash leads

Gemini 3.7 Flash: 71.4 (#19), Muse Glimmer: 57.7 (#122)

BenchmarkGemini 3.7 FlashMuse Glimmer
LMArena Text14871389
LMArena Creative Writing14901338
LMArena Multi-Turn14951398
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 41.3 on the Noometry Index.

Is Gemini 3.7 Flash or Muse Glimmer better for coding?

Gemini 3.7 Flash scores higher on coding benchmarks: 55.7 versus 38.7 in the Noometry coding category.

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

13 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and Muse Glimmer has 13.

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