Model comparison

Hermes 4 405B vs Muse Spark

Muse Spark has enough public results to be ranked (#41); Hermes 4 405B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Hermes 4 405B Nous Research

37.1

Unranked Sparse

Muse Spark Meta

50.3

Rank #41 Confirmed

Summary

  • The widest gap is in writing & preference, where Muse Spark leads 66.2 to 53.0.
  • Hermes 4 405B has downloadable open weights; the other is API-only.

Side by side

Hermes 4 405B and Muse Spark specifications
Hermes 4 405BMuse Spark
ProviderNous ResearchMeta
Noometry Index37.150.3
Released—2026-04-08
WeightsOpenProprietary
Context window131K—
Max output118K—
Input $ / M tokens$1—
Output $ / M tokens$3—
Results tracked227

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Category by category

Coding Not comparable

Hermes 4 405B: —, Muse Spark: 45.6 (#65)

Coding benchmarks
BenchmarkHermes 4 405BMuse Spark
SciCode—51.5%
LMArena Coding—1482

Reasoning Muse Spark leads

Hermes 4 405B: 25.3, Muse Spark: 34.9 (#61)

Reasoning benchmarks
BenchmarkHermes 4 405BMuse Spark
Kagi LLM Benchmark55.8%—
CritPt—11.3%
LMArena Hard Prompts—1475
Epoch Capabilities Index—152.09

Math Not comparable

Hermes 4 405B: —, Muse Spark: 46.8 (#57)

Math benchmarks
BenchmarkHermes 4 405BMuse Spark
OTIS Mock AIME 2024-2025—88.9%
ProofBench—17%
LMArena Math—1455
FrontierMath (Feb 2025 set)—39%
FrontierMath Tier 4 (v1)—14.6%

Knowledge Not comparable

Hermes 4 405B: —, Muse Spark: 65.7 (#12)

Knowledge benchmarks
BenchmarkHermes 4 405BMuse Spark
GPQA Diamond—89.8%
Humanity's Last Exam—40.6%
LMArena Expert—1458

Multimodal Not comparable

Hermes 4 405B: —, Muse Spark: 42.7 (#23)

Multimodal benchmarks
BenchmarkHermes 4 405BMuse Spark
LMArena Vision—1306
LMArena Document—1444

Multilingual Not comparable

Hermes 4 405B: —, Muse Spark: 56.3 (#23)

Multilingual benchmarks
BenchmarkHermes 4 405BMuse Spark
LMArena Non-English—1464
LMArena Chinese—1507
LMArena French—1497
LMArena German—1497
LMArena Korean—1457
LMArena Russian—1467
LMArena Spanish—1471

Instruction Following Not comparable

Hermes 4 405B: —, Muse Spark: 76.1 (#47)

Instruction Following benchmarks
BenchmarkHermes 4 405BMuse Spark
LMArena Instruction Following—1443

Long Context Not comparable

Hermes 4 405B: —, Muse Spark: 44.4 (#65)

Long Context benchmarks
BenchmarkHermes 4 405BMuse Spark
LMArena Longer Query—1451

Writing & Preference Muse Spark leads

Hermes 4 405B: 53.0, Muse Spark: 66.2 (#37)

Writing & Preference benchmarks
BenchmarkHermes 4 405BMuse Spark
LMArena Text—1474
LMArena Creative Writing—1460
EQ-Bench Creative Writing1421—
LMArena Multi-Turn—1477

Frequently asked questions

Is Hermes 4 405B better than Muse Spark?

Muse Spark has enough public results to be ranked (#41); Hermes 4 405B does not yet, so treat this comparison as directional.

How many benchmarks do Hermes 4 405B and Muse Spark share?

0 benchmarks have published results for both models. Hermes 4 405B has 2 scored results on Noometry and Muse Spark has 27.

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