Model comparison

Muse Spark 1.3 vs QwQ-32B

Muse Spark 1.3 is the stronger model overall, scoring 54.4 to 39.4 on the Noometry Index.

Last verified . 19 shared benchmarks.

Muse Spark 1.3 Meta

54.4

Rank #27 Confirmed

QwQ-32B Alibaba (Qwen)

39.4

Rank #153 Confirmed

Summary

  • They share 19 benchmarks with published results for both. Muse Spark 1.3 scores higher in 7 categories and QwQ-32B in 1 category; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Muse Spark 1.3 leads 72.4 to 36.2.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 99.2% for Muse Spark 1.3 and 59.2% for QwQ-32B.
  • QwQ-32B has downloadable open weights; the other is API-only.

Side by side

Muse Spark 1.3 and QwQ-32B specifications
Muse Spark 1.3QwQ-32B
ProviderMetaAlibaba (Qwen)
Noometry Index54.439.4
Released2026-09-022024-11-28
WeightsProprietaryOpen
Context window1.05M—
Max output131K—
Input $ / M tokens$1.25—
Output $ / M tokens$4.25—
Results tracked3436

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Category by category

Coding Muse Spark 1.3 leads

Muse Spark 1.3: 56.1 (#18), QwQ-32B: 34.9 (#220)

Coding benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
LMArena Coding15161333
Aider Polyglot—20.9%
CursorBench41.6%—
LMArena WebDev1655—
SciCode59.7%—
BigCodeBench Instruct—44.6%
LiveBench Coding—72.2%
BigCodeBench Complete—54.4%

Agentic & Tool Use Not comparable

Muse Spark 1.3: 38.6 (#28), QwQ-32B: —

Agentic & Tool Use benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
APEX-Agents57.8%—
GDP.pdf27.6%—

Reasoning Muse Spark 1.3 leads

Muse Spark 1.3: 52.9 (#27), QwQ-32B: 22.9 (#171)

Reasoning benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
Chess Puzzles38%5%
LMArena Hard Prompts15031326
Epoch Capabilities Index156.89137.6
NYT Connections (extended)85.1%—
CritPt24.9%—
LiveBench Reasoning—83.5%
Mystery Game Puzzles25%—
DTBench96.5%—
LiveBench Data Analysis—65%
LMCA53.9%—
Bench to the Future 30.14—
ForecastBench—58.3
LiveBench—72%

Math Muse Spark 1.3 leads

Muse Spark 1.3: 72.4 (#16), QwQ-32B: 36.2 (#123)

Math benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
OTIS Mock AIME 2024-202599.2%59.2%
LMArena Math14971359
FrontierMath (Tiers 1-3)74.4%—
FrontierMath Tier 446.3%—
LiveBench Math—77.8%

Knowledge Muse Spark 1.3 leads

Muse Spark 1.3: 42.0 (#92), QwQ-32B: 37.2 (#150)

Knowledge benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
LMArena Expert15161323
GPQA Diamond—65.3%
Confabulations—15.6%

Multimodal Not comparable

Muse Spark 1.3: 43.0 (#21), QwQ-32B: —

Multimodal benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
LMArena Vision1310—
LMArena Document1471—

Multilingual Muse Spark 1.3 leads

Muse Spark 1.3: 57.8 (#6), QwQ-32B: 45.0 (#171)

Multilingual benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
LMArena Non-English14851306
LMArena Chinese15271378
LMArena French15341337
LMArena Korean15131278
LMArena Russian14911297
LMArena Spanish14851353
LMArena German—1313
LMArena Japanese—1263

Instruction Following Muse Spark 1.3 leads

Muse Spark 1.3: 77.8 (#14), QwQ-32B: 72.8 (#131)

Instruction Following benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
LMArena Instruction Following14811297
LiveBench Instruction Following—81.8%

Long Context QwQ-32B leads

Muse Spark 1.3: 45.7 (#29), QwQ-32B: 49.0 (#11)

Long Context benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
LMArena Longer Query14911308
Fiction.LiveBench—83.3%

Writing & Preference Muse Spark 1.3 leads

Muse Spark 1.3: 73.7 (#10), QwQ-32B: 50.9 (#175)

Writing & Preference benchmarks
BenchmarkMuse Spark 1.3QwQ-32B
LMArena Text14901329
LMArena Creative Writing14501288
EQ-Bench Creative Writing19061257
LMArena Multi-Turn14861314
Short-Story Creative Writing—80.2%
LiveBench Language—51.4%

Frequently asked questions

Is Muse Spark 1.3 better than QwQ-32B?

Muse Spark 1.3 is the stronger model overall, scoring 54.4 to 39.4 on the Noometry Index.

Is Muse Spark 1.3 or QwQ-32B better for coding?

Muse Spark 1.3 scores higher on coding benchmarks: 56.1 versus 34.9 in the Noometry coding category.

How many benchmarks do Muse Spark 1.3 and QwQ-32B share?

19 benchmarks have published results for both models. Muse Spark 1.3 has 34 scored results on Noometry and QwQ-32B has 36.

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