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Ministral 3 (8B Instruct 2512) vs Muse Wonder

Muse Wonder leads the LLM Stats Score 49.2 to 7.4.

Mistral AI · Meta · Updated for 2026

Which is better?

Muse Wonder leads the overall LLM Stats Score 49.2 to 7.4, ranking #25 overall.

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

Choose Ministral 3 (8B Instruct 2512)

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

Choose Muse Wonder

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

At a glance

The differences that matter most.

Ministral 3 (8B Instruct 2512)
Mistral AI
Muse Wonder
Meta
Core performance indexes
LLM Stats Score
7.4
#308
49.2
#25
Reasoning
9.0
#286
37.7
#81
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

4 reported for Ministral 3 (8B Instruct 2512) · 16 for Muse Wonder

No common benchmarks found

Ministral 3 (8B Instruct 2512) and Muse Wonderdon'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 Ministral 3 (8B Instruct 2512) and Muse Wonder support multimodal inputs.

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

Ministral 3 (8B Instruct 2512)

Text
Images
Audio
Video

Muse Wonder

Text
Images
Audio
Video

License

Usage and distribution terms

Ministral 3 (8B Instruct 2512) is licensed under Apache 2.0, while Muse Wonder uses a proprietary license.

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

Ministral 3 (8B Instruct 2512)

Apache 2.0

Open weights

Muse Wonder

Proprietary

Closed source

Release Timeline

When each model was launched

Ministral 3 (8B Instruct 2512) was released on 2025-12-04, while Muse Wonder was released on 2026-10-12.

Muse Wonder is 10 months newer than Ministral 3 (8B Instruct 2512).

Ministral 3 (8B Instruct 2512)

Dec 4, 2025

10 months ago

Muse Wonder

Oct 12, 2026

1 weeks ago

10mo 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 Ministral 3 (8B Instruct 2512) and Muse Wonder side-by-side, then vote on the output you prefer.

Ministral 3 (8B Instruct 2512)
✓ Preferred
Muse Wonder
Open in Playground

FAQ

Common questions about Ministral 3 (8B Instruct 2512) vs Muse Wonder.

Which is better, Ministral 3 (8B Instruct 2512) or Muse Wonder?

Muse Wonder leads the LLM Stats Score 49.2 to 7.4. Ministral 3 (8B Instruct 2512) is made by Mistral AI and Muse Wonder is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Ministral 3 (8B Instruct 2512) compare to Muse Wonder in benchmarks?

Ministral 3 (8B Instruct 2512) scores MATH: 87.6%, Wild Bench: 66.8%, Arena Hard: 50.9%, MM-MT-Bench: 8.1%. Muse Wonder scores MemoryBench: 85.6%, DeepSWE 1.1: 78.8%, OSWorld 2.1 (partial): 72.6%, JobBench: 70.5%, HealthBench Professional: 60.5%.

What are the main differences between Ministral 3 (8B Instruct 2512) and Muse Wonder?

Key differences include LLM Stats Score (7.4 vs 49.2), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Ministral 3 (8B Instruct 2512) and Muse Wonder?

Ministral 3 (8B Instruct 2512) is developed by Mistral AI and Muse Wonder is developed by Meta.

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