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Muse Wonder vs North Micro Vision Instruct

Muse Wonder leads the LLM Stats Score 49.2 to -5.4.

Meta · Cohere · Updated for 2026

Which is better?

Muse Wonder leads the overall LLM Stats Score 49.2 to -5.4, 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 — it leads those capability indexes
  • you want the most recent training data — it shipped Oct 2026

Choose North Micro Vision Instruct

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

At a glance

The differences that matter most.

Muse Wonder
Meta
North Micro Vision Instruct
Cohere
Core performance indexes
LLM Stats Score
49.2
#25
-5.4
#379
Reasoning
37.7
#81
-8.0
#379
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

2 shared
Index
Muse Wonder
North Micro Vision Instruct
Vision
26.6#53
-5.0#220
Multimodal
26.6#53
-3.3#182
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

16 reported for Muse Wonder · 19 for North Micro Vision Instruct

No common benchmarks found

Muse Wonder and North Micro Vision Instructdon'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 North Micro Vision Instruct support multimodal inputs.

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

Muse Wonder

Text
Images
Audio
Video

North Micro Vision Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Wonder is licensed under a proprietary license, while North Micro Vision Instruct 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

North Micro Vision Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Muse Wonder was released on 2026-10-12, while North Micro Vision Instruct was released on 2026-08-12.

Muse Wonder is 2 months newer than North Micro Vision Instruct.

Muse Wonder

Oct 12, 2026

1 weeks ago

2mo newer
North Micro Vision Instruct

Aug 12, 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 North Micro Vision Instruct side-by-side, then vote on the output you prefer.

Muse Wonder
✓ Preferred
North Micro Vision Instruct
Open in Playground

FAQ

Common questions about Muse Wonder vs North Micro Vision Instruct.

Which is better, Muse Wonder or North Micro Vision Instruct?

Muse Wonder leads the LLM Stats Score 49.2 to -5.4. Muse Wonder is made by Meta and North Micro Vision Instruct is made by Cohere. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Wonder compare to North Micro Vision Instruct 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%. North Micro Vision Instruct scores DocVQA: 92.1%, ChartQA: 80.8%, OCRBench: 79.2%, AI2D: 77.5%, IFEval: 74.9%.

What are the main differences between Muse Wonder and North Micro Vision Instruct?

Key differences include LLM Stats Score (49.2 vs -5.4), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Wonder and North Micro Vision Instruct?

Muse Wonder is developed by Meta and North Micro Vision Instruct is developed by Cohere.

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