Noometry

Model comparison

Gemini 3.5 Flash Lite vs Muse Spark

Muse Spark is the stronger model overall, scoring 50.6 to 41.5 on the Noometry Index.

Last verified . 23 shared benchmarks.

Gemini 3.5 Flash Lite Google

41.5

Rank #133 Confirmed

Muse Spark Meta

50.6

Rank #46 Confirmed

Summary

  • They share 23 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 0 categories and Muse Spark in 9 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Muse Spark leads 47.8 to 25.9.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 71.1% for Gemini 3.5 Flash Lite and 88.9% for Muse Spark.

Side by side

Gemini 3.5 Flash LiteMuse Spark
ProviderGoogleMeta
Noometry Index41.550.6
Released2026-07-212026-04-08
WeightsProprietaryProprietary
Context window1.05M—
Max output66K—
Input $ / M tokens$0.30—
Output $ / M tokens$2.50—
Results tracked3927

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Category by category

Coding Muse Spark leads

Gemini 3.5 Flash Lite: 42.4 (#104), Muse Spark: 46.2 (#69)

BenchmarkGemini 3.5 Flash LiteMuse Spark
SciCode41.3%51.5%
LMArena Coding14531481
LMArena WebDev1440—
WeirdML39%—
ALE-Bench765.27—

Agentic & Tool Use Not comparable

Gemini 3.5 Flash Lite: 25.7 (#107), Muse Spark: —

BenchmarkGemini 3.5 Flash LiteMuse Spark
APEX-Agents29.3%—
GDP.pdf10%—

Reasoning Muse Spark leads

Gemini 3.5 Flash Lite: 27.8 (#114), Muse Spark: 35.9 (#67)

BenchmarkGemini 3.5 Flash LiteMuse Spark
CritPt0%11.3%
LMArena Hard Prompts14411474
Epoch Capabilities Index145.13152.04
ARC-AGI-210.3%—
NYT Connections (extended)60.4%—
ARC-AGI-153.5%—
Chess Puzzles22%—
Mystery Game Puzzles19%—
DTBench83.5%—
LMCA37.6%—

Math Muse Spark leads

Gemini 3.5 Flash Lite: 25.9 (#264), Muse Spark: 47.8 (#66)

BenchmarkGemini 3.5 Flash LiteMuse Spark
OTIS Mock AIME 2024-202571.1%88.9%
ProofBench13%17%
LMArena Math14331455
FrontierMath (Tiers 1-3)26%—
FrontierMath Tier 40%—
FrontierMath (Feb 2025 set)—39%
FrontierMath Tier 4 (v1)—14.6%

Knowledge Muse Spark leads

Gemini 3.5 Flash Lite: 50.1 (#72), Muse Spark: 65.7 (#13)

BenchmarkGemini 3.5 Flash LiteMuse Spark
GPQA Diamond83.3%89.8%
LMArena Expert14351457
Humanity's Last Exam—40.6%

Multimodal Muse Spark leads

Gemini 3.5 Flash Lite: 41.1 (#40), Muse Spark: 43.4 (#24)

BenchmarkGemini 3.5 Flash LiteMuse Spark
LMArena Vision12681306
LMArena Document—1444

Multilingual Muse Spark leads

Gemini 3.5 Flash Lite: 53.5 (#63), Muse Spark: 56.1 (#24)

BenchmarkGemini 3.5 Flash LiteMuse Spark
LMArena Non-English14271464
LMArena Chinese14691509
LMArena French14511497
LMArena German14541497
LMArena Korean14071459
LMArena Russian14431466
LMArena Spanish14421472
LMArena Japanese1427—

Instruction Following Muse Spark leads

Gemini 3.5 Flash Lite: 74.8 (#85), Muse Spark: 75.9 (#51)

BenchmarkGemini 3.5 Flash LiteMuse Spark
LMArena Instruction Following14201442

Long Context Too close to call

Gemini 3.5 Flash Lite: 43.9 (#84), Muse Spark: 44.4 (#69)

BenchmarkGemini 3.5 Flash LiteMuse Spark
LMArena Longer Query14351451

Writing & Preference Muse Spark leads

Gemini 3.5 Flash Lite: 64.2 (#57), Muse Spark: 66.0 (#39)

BenchmarkGemini 3.5 Flash LiteMuse Spark
LMArena Text14351474
LMArena Creative Writing14201459
LMArena Multi-Turn14451477
EQ-Bench Creative Writing1559—

Frequently asked questions

Is Gemini 3.5 Flash Lite better than Muse Spark?

Muse Spark is the stronger model overall, scoring 50.6 to 41.5 on the Noometry Index.

Is Gemini 3.5 Flash Lite or Muse Spark better for coding?

Muse Spark scores higher on coding benchmarks: 46.2 versus 42.4 in the Noometry coding category.

How many benchmarks do Gemini 3.5 Flash Lite and Muse Spark share?

23 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 39 scored results on Noometry and Muse Spark has 27.

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