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Muse Wonder vs Nemotron 3 Super (120B A12B)

Muse Wonder leads the LLM Stats Score 49.2 to 26.5.

Meta · NVIDIA · Updated for 2026

Which is better?

Muse Wonder leads the overall LLM Stats Score 49.2 to 26.5, ranking #25 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Muse Wonder

  • overall performance matters — it scores 49.2 and ranks #25 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you want the most recent training data — it shipped Oct 2026

Choose Nemotron 3 Super (120B A12B)

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Muse Wonder
Meta
Nemotron 3 Super (120B A12B)
NVIDIA
Core performance indexes
LLM Stats Score
49.2
#25
26.5
#172
Reasoning
37.7
#81
24.7
#176
Coding
38.2
#21
12.9
#159
Agents
37.2
#17
-0.6
#197
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.09 / M
Output price
— / M
$0.40 / M
Context window
—
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Muse Wonder
Nemotron 3 Super (120B A12B)
Tool use
19.1#75
2.7#184
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

16 reported for Muse Wonder · 23 for Nemotron 3 Super (120B A12B)

No common benchmarks found

Muse Wonder and Nemotron 3 Super (120B A12B)don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Nemotron 3 Super (120B A12B) specifies input context (262,144 tokens). Only Nemotron 3 Super (120B A12B) specifies output context (262,144 tokens).

Meta
Muse Wonder
Input- tokens
Output- tokens
NVIDIA
Nemotron 3 Super (120B A12B)
Input262,144 tokens
Output262,144 tokens
Tue Oct 20 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Muse Wonder supports multimodal inputs, whereas Nemotron 3 Super (120B A12B) does not.

Muse Wonder can handle both text and other forms of data like images, making it suitable for multimodal applications.

Muse Wonder

Text
Images
Audio
Video

Nemotron 3 Super (120B A12B)

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Wonder is licensed under a proprietary license, while Nemotron 3 Super (120B A12B) uses NVIDIA Open Model License Agreement .

License differences may affect how you can use these models in commercial or open-source projects.

Muse Wonder

Proprietary

Closed source

Nemotron 3 Super (120B A12B)

NVIDIA Open Model License Agreement

Open weights

Release Timeline

When each model was launched

Muse Wonder was released on 2026-10-12, while Nemotron 3 Super (120B A12B) was released on 2026-03-11.

Muse Wonder is 7 months newer than Nemotron 3 Super (120B A12B).

Muse Wonder

Oct 12, 2026

1 weeks ago

7mo newer
Nemotron 3 Super (120B A12B)

Mar 11, 2026

7 months ago

Knowledge Cutoff

When training data ends

Nemotron 3 Super (120B A12B) has a documented knowledge cutoff of 2025-06-01, while Muse Wonder's cutoff date is not specified.

We can confirm Nemotron 3 Super (120B A12B)'s training data extends to 2025-06-01, but cannot make a direct comparison without Muse Wonder's cutoff date.

Muse Wonder

—

Nemotron 3 Super (120B A12B)

Jun 2025

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Muse Wonder and Nemotron 3 Super (120B A12B) side-by-side, then vote on the output you prefer.

Muse Wonder
✓ Preferred
Nemotron 3 Super (120B A12B)
Open in Playground

FAQ

Common questions about Muse Wonder vs Nemotron 3 Super (120B A12B).

Which is better, Muse Wonder or Nemotron 3 Super (120B A12B)?

Muse Wonder leads the LLM Stats Score 49.2 to 26.5. Muse Wonder is made by Meta and Nemotron 3 Super (120B A12B) is made by NVIDIA. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Wonder compare to Nemotron 3 Super (120B A12B) in benchmarks?

Muse Wonder scores MemoryBench: 85.6%, DeepSWE 1.1: 78.8%, OSWorld 2.1 (partial): 72.6%, JobBench: 70.5%, HealthBench Professional: 60.5%. Nemotron 3 Super (120B A12B) scores HMMT 2025: 94.7%, RULER: 91.8%, AIME 2025: 90.2%, WMT24++: 86.7%, MMLU-Pro: 83.7%.

What are the context window sizes for Muse Wonder and Nemotron 3 Super (120B A12B)?

Muse Wonder supports an unknown number of tokens and Nemotron 3 Super (120B A12B) supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Muse Wonder and Nemotron 3 Super (120B A12B)?

Key differences include LLM Stats Score (49.2 vs 26.5), multimodal support (yes vs no), licensing (Proprietary vs NVIDIA Open Model License Agreement ). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Wonder and Nemotron 3 Super (120B A12B)?

Muse Wonder is developed by Meta and Nemotron 3 Super (120B A12B) is developed by NVIDIA.

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