Noometry

Model comparison

Gemini 3.7 Flash vs Muse Spark 1.2

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 50.3 on the Noometry Index.

Last verified . 29 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #14 Confirmed

Muse Spark 1.2 Meta

50.3

Rank #48 Confirmed

Summary

  • They share 29 benchmarks with published results for both. Gemini 3.7 Flash scores higher in 8 categories and Muse Spark 1.2 in 2 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where Gemini 3.7 Flash leads 69.6 to 46.4.
  • The biggest single-benchmark swing is APEX-Agents: 67.8% for Gemini 3.7 Flash and 36.4% for Muse Spark 1.2.
  • Gemini 3.7 Flash is cheaper at $0.75 / $3.75 per million input/output tokens, against $1.25 / $4.25 for Muse Spark 1.2.

Side by side

Gemini 3.7 FlashMuse Spark 1.2
ProviderGoogleMeta
Noometry Index59.850.3
Released2026-08-132026-08-05
WeightsProprietaryProprietary
Context window1.05M1.05M
Max output66K131K
Input $ / M tokens$0.75$1.25
Output $ / M tokens$3.75$4.25
Results tracked4431

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Category by category

Coding Gemini 3.7 Flash leads

Gemini 3.7 Flash: 56.2 (#22), Muse Spark 1.2: 49.2 (#51)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
DeepSWE65.5%54.9%
LMArena WebDev15921533
FrontierSWE20.3%12%
SciCode59.8%56.4%
LMArena Coding14971495
FrontierCode43.6%—
WeirdML—60.3%
ALE-Bench904.3—

Agentic & Tool Use Gemini 3.7 Flash leads

Gemini 3.7 Flash: 42.1 (#19), Muse Spark 1.2: 29.4 (#87)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
APEX-Agents67.8%36.4%
GDP.pdf23.8%16%
Remote Labor Index5%—

Reasoning Gemini 3.7 Flash leads

Gemini 3.7 Flash: 70.0 (#15), Muse Spark 1.2: 51.3 (#34)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
NYT Connections (extended)94%79.2%
CritPt14.3%17.7%
LMArena Hard Prompts14941486
DTBench96.8%94.7%
LMCA50.4%48.4%
Epoch Capabilities Index157.27154.87
ARC-AGI-284.6%—
SimpleBench—74.5%
ARC-AGI-195.5%—
Chess Puzzles47%—
Mystery Game Puzzles37%—

Math Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.6 (#23), Muse Spark 1.2: 46.4 (#70)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
ProofBench58%43%
LMArena Math15071471
FrontierMath (Tiers 1-3)71.6%—
FrontierMath Tier 436.6%—
OTIS Mock AIME 2024-202597.2%—

Knowledge Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.7 (#5), Muse Spark 1.2: 54.1 (#53)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
SimpleQA Verified69.2%60.3%
LMArena Expert15081480
GPQA Diamond94.8%—

Multimodal Muse Spark 1.2 leads

Gemini 3.7 Flash: 37.3 (#73), Muse Spark 1.2: 43.4 (#25)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
LMArena Vision13161305
Furniture Assembly26.7%—

Multilingual Too close to call

Gemini 3.7 Flash: 57.6 (#7), Muse Spark 1.2: 57.1 (#11)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
LMArena Non-English14841478
LMArena Chinese15481511
LMArena French15051513
LMArena Russian15161487
LMArena Spanish15031498
LMArena German1498—
LMArena Japanese1512—
LMArena Korean1483—

Instruction Following Too close to call

Gemini 3.7 Flash: 77.7 (#15), Muse Spark 1.2: 76.7 (#36)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
LMArena Instruction Following14831461

Long Context Too close to call

Gemini 3.7 Flash: 45.7 (#30), Muse Spark 1.2: 45.2 (#48)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
LMArena Longer Query14921475

Writing & Preference Muse Spark 1.2 leads

Gemini 3.7 Flash: 71.2 (#20), Muse Spark 1.2: 72.3 (#14)

BenchmarkGemini 3.7 FlashMuse Spark 1.2
LMArena Text14861482
LMArena Creative Writing14901449
EQ-Bench Creative Writing17231840
LMArena Multi-Turn14891494

Frequently asked questions

Is Gemini 3.7 Flash better than Muse Spark 1.2?

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 50.3 on the Noometry Index.

Which is cheaper, Gemini 3.7 Flash or Muse Spark 1.2?

Gemini 3.7 Flash is cheaper. It lists at $0.75 per million input tokens and $3.75 per million output tokens; Muse Spark 1.2 lists at $1.25 and $4.25.

Is Gemini 3.7 Flash or Muse Spark 1.2 better for coding?

Gemini 3.7 Flash scores higher on coding benchmarks: 56.2 versus 49.2 in the Noometry coding category.

Which has the bigger context window?

Both accept 1.05M tokens.

How many benchmarks do Gemini 3.7 Flash and Muse Spark 1.2 share?

29 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and Muse Spark 1.2 has 31.

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