Model comparison

GPT-4 vs Muse Spark

Muse Spark is the stronger model overall, scoring 50.6 to 29.1 on the Noometry Index.

Last verified . 19 shared benchmarks.

GPT-4 OpenAI

29.1

Rank #316 Confirmed

Muse Spark Meta

50.6

Rank #46 Confirmed

Summary

  • They share 19 benchmarks with published results for both. GPT-4 scores higher in 0 categories and Muse Spark in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Muse Spark leads 65.7 to 18.4.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 1.1% for GPT-4 and 88.9% for Muse Spark.

Side by side

GPT-4 and Muse Spark specifications
GPT-4Muse Spark
ProviderOpenAIMeta
Noometry Index29.150.6
Released2023-03-142026-04-08
WeightsProprietaryProprietary
Context window8K—
Max output8K—
Input $ / M tokens$30—
Output $ / M tokens$60—
Results tracked3827

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Category by category

Coding Muse Spark leads

GPT-4: 31.6 (#283), Muse Spark: 46.2 (#69)

Coding benchmarks
BenchmarkGPT-4Muse Spark
LMArena Coding12541481
SciCode—51.5%
WeirdML12.4%—
BigCodeBench Instruct46%—
BigCodeBench Complete57.2%—
HumanEval+79.3%—

Agentic & Tool Use Not comparable

GPT-4: —, Muse Spark: —

Agentic & Tool Use benchmarks
BenchmarkGPT-4Muse Spark
METR Time Horizons36.1%—

Reasoning Muse Spark leads

GPT-4: 17.8 (#289), Muse Spark: 35.9 (#67)

Reasoning benchmarks
BenchmarkGPT-4Muse Spark
LMArena Hard Prompts12411474
Epoch Capabilities Index125.89152.04
CritPt—11.3%
Chess Puzzles4%—
Mystery Game Puzzles12%—
DTBench62.7%—
LMCA17.1%—
BIG-Bench Hard75.1%—
ForecastBench57.8—
HellaSwag95.3%—
WinoGrande87.5%—

Math Muse Spark leads

GPT-4: 10.8 (#309), Muse Spark: 47.8 (#66)

Math benchmarks
BenchmarkGPT-4Muse Spark
OTIS Mock AIME 2024-20251.1%88.9%
LMArena Math12691455
ProofBench—17%
MATH Level 523%—
FrontierMath (Feb 2025 set)—39%
FrontierMath Tier 4 (v1)—14.6%
GSM8K92%—

Knowledge Muse Spark leads

GPT-4: 18.4 (#282), Muse Spark: 65.7 (#13)

Knowledge benchmarks
BenchmarkGPT-4Muse Spark
GPQA Diamond35.7%89.8%
LMArena Expert12111457
Humanity's Last Exam—40.6%
MMLU86.4%—
TriviaQA84.8%—

Multimodal Not comparable

GPT-4: —, Muse Spark: 43.4 (#24)

Multimodal benchmarks
BenchmarkGPT-4Muse Spark
LMArena Vision—1306
LMArena Document—1444

Multilingual Muse Spark leads

GPT-4: 40.6 (#215), Muse Spark: 56.1 (#24)

Multilingual benchmarks
BenchmarkGPT-4Muse Spark
LMArena Non-English12461464
LMArena Chinese12421509
LMArena French12831497
LMArena German12511497
LMArena Korean11841459
LMArena Russian12511466
LMArena Spanish12611472
LMArena Japanese1209—

Instruction Following Muse Spark leads

GPT-4: 65.3 (#222), Muse Spark: 75.9 (#51)

Instruction Following benchmarks
BenchmarkGPT-4Muse Spark
LMArena Instruction Following12411442

Long Context Muse Spark leads

GPT-4: 37.7 (#212), Muse Spark: 44.4 (#69)

Long Context benchmarks
BenchmarkGPT-4Muse Spark
LMArena Longer Query12441451

Writing & Preference Muse Spark leads

GPT-4: 34.9 (#268), Muse Spark: 66.0 (#39)

Writing & Preference benchmarks
BenchmarkGPT-4Muse Spark
LMArena Text12631474
LMArena Creative Writing12441459
LMArena Multi-Turn12571477
EQ-Bench Creative Writing752—

Frequently asked questions

Is GPT-4 better than Muse Spark?

Muse Spark is the stronger model overall, scoring 50.6 to 29.1 on the Noometry Index.

Is GPT-4 or Muse Spark better for coding?

Muse Spark scores higher on coding benchmarks: 46.2 versus 31.6 in the Noometry coding category.

How many benchmarks do GPT-4 and Muse Spark share?

19 benchmarks have published results for both models. GPT-4 has 38 scored results on Noometry and Muse Spark has 27.

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