Model comparison

Grok 4.7 vs Muse Spark 1.3

Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 53.1 on the Noometry Index.

Last verified . 32 shared benchmarks.

Grok 4.7 xAI

53.1

Rank #37 Confirmed

Muse Spark 1.3 Meta

54.8

Rank #27 Confirmed

Summary

  • They share 32 benchmarks with published results for both. Grok 4.7 scores higher in 2 categories and Muse Spark 1.3 in 8 categories; 10 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Grok 4.7 leads 62.8 to 42.6.
  • The biggest single-benchmark swing is FrontierMath Tier 4: 17.1% for Grok 4.7 and 46.3% for Muse Spark 1.3.
  • Muse Spark 1.3 is cheaper at $1.25 / $4.25 per million input/output tokens, against $2 / $6 for Grok 4.7.
  • Muse Spark 1.3 accepts more context: 1.05M tokens versus 500K.

Side by side

Grok 4.7 and Muse Spark 1.3 specifications
Grok 4.7Muse Spark 1.3
ProviderxAIMeta
Noometry Index53.154.8
Released2026-09-212026-09-02
WeightsProprietaryProprietary
Context window500K1.05M
Max output500K131K
Input $ / M tokens$2$1.25
Output $ / M tokens$6$4.25
Results tracked3937

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Category by category

Coding Grok 4.7 leads

Grok 4.7: 58.0 (#18), Muse Spark 1.3: 56.6 (#21)

Coding benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
CursorBench46.3%41.6%
LMArena WebDev16391657
SciCode57.8%59.7%
LMArena Coding14271514
FrontierCode47.6%—
FrontierSWE29.5%—

Agentic & Tool Use Muse Spark 1.3 leads

Grok 4.7: 36.7 (#37), Muse Spark 1.3: 38.6 (#30)

Agentic & Tool Use benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
APEX-Agents54.6%57.8%
GDP.pdf22.8%27.6%
Vending-Bench 210,537—

Reasoning Muse Spark 1.3 leads

Grok 4.7: 49.1 (#40), Muse Spark 1.3: 54.0 (#27)

Reasoning benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
NYT Connections (extended)76.8%85.1%
CritPt18%26%
Chess Puzzles38%38%
LMArena Hard Prompts14131503
Mystery Game Puzzles29%25%
DTBench96%96.5%
LMCA49.4%53.9%
Epoch Capabilities Index153.53156.75
Bench to the Future 3—0.14

Math Muse Spark 1.3 leads

Grok 4.7: 57.8 (#39), Muse Spark 1.3: 73.1 (#21)

Math benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
FrontierMath (Tiers 1-3)53%74.4%
FrontierMath Tier 417.1%46.3%
OTIS Mock AIME 2024-202598.1%99.2%
ProofBench34%58%
LMArena Math14071494

Knowledge Grok 4.7 leads

Grok 4.7: 62.8 (#22), Muse Spark 1.3: 42.6 (#95)

Knowledge benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
LMArena Expert14221516
GPQA Diamond92.7%—
SimpleQA Verified56%—

Multimodal Muse Spark 1.3 leads

Grok 4.7: 35.5 (#87), Muse Spark 1.3: 43.7 (#22)

Multimodal benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
LMArena Vision12281309
Blueprint-Bench 232.5%—
Furniture Assembly20.8%—
LMArena Document—1471

Multilingual Muse Spark 1.3 leads

Grok 4.7: 50.8 (#116), Muse Spark 1.3: 57.4 (#8)

Multilingual benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
LMArena Non-English13891481
LMArena Chinese14551529
LMArena French14551524
LMArena Russian13971490
LMArena Spanish14001490
LMArena German—1515
LMArena Japanese—1474
LMArena Korean—1501

Instruction Following Muse Spark 1.3 leads

Grok 4.7: 74.1 (#105), Muse Spark 1.3: 77.5 (#22)

Instruction Following benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
LMArena Instruction Following14041477

Long Context Muse Spark 1.3 leads

Grok 4.7: 43.1 (#104), Muse Spark 1.3: 45.6 (#32)

Long Context benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
LMArena Longer Query14131488

Writing & Preference Muse Spark 1.3 leads

Grok 4.7: 70.0 (#24), Muse Spark 1.3: 73.6 (#9)

Writing & Preference benchmarks
BenchmarkGrok 4.7Muse Spark 1.3
LMArena Text13991490
LMArena Creative Writing13911455
EQ-Bench Creative Writing20071906
LMArena Multi-Turn13931482

Frequently asked questions

Is Grok 4.7 better than Muse Spark 1.3?

Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 53.1 on the Noometry Index.

Which is cheaper, Grok 4.7 or Muse Spark 1.3?

Muse Spark 1.3 is cheaper. It lists at $1.25 per million input tokens and $4.25 per million output tokens; Grok 4.7 lists at $2 and $6.

Is Grok 4.7 or Muse Spark 1.3 better for coding?

Grok 4.7 scores higher on coding benchmarks: 58.0 versus 56.6 in the Noometry coding category.

Which has the bigger context window?

Muse Spark 1.3 does, with 1.05M tokens against 500K.

How many benchmarks do Grok 4.7 and Muse Spark 1.3 share?

32 benchmarks have published results for both models. Grok 4.7 has 39 scored results on Noometry and Muse Spark 1.3 has 37.

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