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Muse Wonder vs Shieldstral 1.0 (3B)

Muse Wonder leads the LLM Stats Score 49.3 to -2.7.

Meta · Mistral AI · Updated for 2026

Which is better?

Muse Wonder leads the overall LLM Stats Score 49.3 to -2.7, ranking #24 overall.

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

Choose Muse Wonder

  • overall performance matters — it scores 49.3 and ranks #24 on LLM Stats
  • you want the most recent training data — it shipped Oct 2026

Choose Shieldstral 1.0 (3B)

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

At a glance

The differences that matter most.

Muse Wonder
Meta
Shieldstral 1.0 (3B)
Mistral AI
Core performance indexes
LLM Stats Score
49.3
#24
-2.7
#364
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

16 reported for Muse Wonder · 1 for Shieldstral 1.0 (3B)

No common benchmarks found

Muse Wonder and Shieldstral 1.0 (3B)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

Both Muse Wonder and Shieldstral 1.0 (3B) support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Muse Wonder

Text
Images
Audio
Video

Shieldstral 1.0 (3B)

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Wonder is licensed under a proprietary license, while Shieldstral 1.0 (3B) uses Apache 2.0.

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

Muse Wonder

Proprietary

Closed source

Shieldstral 1.0 (3B)

Apache 2.0

Open weights

Release Timeline

When each model was launched

Muse Wonder was released on 2026-10-12, while Shieldstral 1.0 (3B) was released on 2026-08-04.

Muse Wonder is 2 months newer than Shieldstral 1.0 (3B).

Muse Wonder

Oct 12, 2026

1 weeks ago

2mo newer
Shieldstral 1.0 (3B)

Aug 4, 2026

2 months ago

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 and Shieldstral 1.0 (3B) side-by-side, then vote on the output you prefer.

Muse Wonder
✓ Preferred
Shieldstral 1.0 (3B)
Open in Playground

FAQ

Common questions about Muse Wonder vs Shieldstral 1.0 (3B).

Which is better, Muse Wonder or Shieldstral 1.0 (3B)?

Muse Wonder leads the LLM Stats Score 49.3 to -2.7. Muse Wonder is made by Meta and Shieldstral 1.0 (3B) is made by Mistral AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Wonder compare to Shieldstral 1.0 (3B) 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%. Shieldstral 1.0 (3B) scores XSTest: 94.6%.

What are the main differences between Muse Wonder and Shieldstral 1.0 (3B)?

Key differences include LLM Stats Score (49.3 vs -2.7), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Wonder and Shieldstral 1.0 (3B)?

Muse Wonder is developed by Meta and Shieldstral 1.0 (3B) is developed by Mistral AI.

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