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Muse Wonder Full vs Nemotron Labs Dory 1.0 (4B)

Muse Wonder Full leads the LLM Stats Score 53.1 to 22.1.

Meta · NVIDIA · Updated for 2026

Which is better?

Muse Wonder Full leads the overall LLM Stats Score 53.1 to 22.1, ranking #11 overall.

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

Choose Muse Wonder Full

  • overall performance matters — it scores 53.1 and ranks #11 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes

Choose Nemotron Labs Dory 1.0 (4B)

  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Muse Wonder Full
Meta
Nemotron Labs Dory 1.0 (4B)
NVIDIA
Core performance indexes
LLM Stats Score
53.1
#11
22.1
#202
Reasoning
45.6
#35
19.8
#213
Coding
42.4
#7
2.9
#242
Agents
40.9
#5
-0.7
#198
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Muse Wonder Full
Nemotron Labs Dory 1.0 (4B)
Tool use
27.3#26
-2.1#205
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

18 reported for Muse Wonder Full · 10 for Nemotron Labs Dory 1.0 (4B)

No common benchmarks found

Muse Wonder Full and Nemotron Labs Dory 1.0 (4B)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

Input capabilities

Documented input modalities across available providers

Muse Wonder Full supports multimodal inputs, whereas Nemotron Labs Dory 1.0 (4B) does not.

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

Muse Wonder Full

Text
Images
Audio
Video

Nemotron Labs Dory 1.0 (4B)

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Wonder Full is licensed under a proprietary license, while Nemotron Labs Dory 1.0 (4B) uses OpenMDW License v1.1.

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

Muse Wonder Full

Proprietary

Closed source

Nemotron Labs Dory 1.0 (4B)

OpenMDW License v1.1

Open weights

Release Timeline

When each model was launched

Muse Wonder Full was released on 2026-10-12, while Nemotron Labs Dory 1.0 (4B) was released on 2026-10-16.

Nemotron Labs Dory 1.0 (4B) is 0 month newer than Muse Wonder Full.

Muse Wonder Full

Oct 12, 2026

1 weeks ago

Nemotron Labs Dory 1.0 (4B)

Oct 16, 2026

3 days ago

4d newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Muse Wonder Full and Nemotron Labs Dory 1.0 (4B) side-by-side, then vote on the output you prefer.

Muse Wonder Full
✓ Preferred
Nemotron Labs Dory 1.0 (4B)
Open in Playground

FAQ

Common questions about Muse Wonder Full vs Nemotron Labs Dory 1.0 (4B).

Which is better, Muse Wonder Full or Nemotron Labs Dory 1.0 (4B)?

Muse Wonder Full leads the LLM Stats Score 53.1 to 22.1. Muse Wonder Full is made by Meta and Nemotron Labs Dory 1.0 (4B) 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 Full compare to Nemotron Labs Dory 1.0 (4B) in benchmarks?

Muse Wonder Full scores MemoryBench: 85.5%, DeepSWE 1.1: 79.0%, OSWorld 2.1 (partial): 78.4%, JobBench: 75.3%, HealthBench Professional: 62.3%. Nemotron Labs Dory 1.0 (4B) scores IFBench: 77.9%, GPQA: 72.4%, AA-LCR: 71.0%, SWE-Bench Verified: 59.5%, SciCode: 34.9%.

What are the main differences between Muse Wonder Full and Nemotron Labs Dory 1.0 (4B)?

Key differences include LLM Stats Score (53.1 vs 22.1), multimodal support (yes vs no), licensing (Proprietary vs OpenMDW License v1.1). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Wonder Full and Nemotron Labs Dory 1.0 (4B)?

Muse Wonder Full is developed by Meta and Nemotron Labs Dory 1.0 (4B) is developed by NVIDIA.

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