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MiniMax M3 vs Muse Wonder

Muse Wonder leads the LLM Stats Score 49.2 to 40.7.

MiniMax · Meta · Updated for 2026

Which is better?

Muse Wonder leads the overall LLM Stats Score 49.2 to 40.7, ranking #25 overall.

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

Choose MiniMax M3

  • 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 coding and agents — it leads those capability indexes
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

MiniMax M3
MiniMax
Muse Wonder
Meta
Core performance indexes
LLM Stats Score
40.7
#70
49.2
#25
Reasoning
40.9
#63
37.7
#81
Coding
30.4
#58
38.2
#21
Agents
25.4
#66
37.2
#17
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.28 / M
— / M
Output price
$1.10 / M
— / M
Context window
524,288
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
MiniMax M3
Muse Wonder
Vision
25.7#59
26.6#53
Tool use
19.3#72
19.1#75
Multimodal
28.2#42
26.6#53
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

35 reported for MiniMax M3 · 16 for Muse Wonder

No common benchmarks found

MiniMax M3 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

Context Window

Maximum input and output token capacity

Only MiniMax M3 specifies input context (524,288 tokens). Only MiniMax M3 specifies output context (524,288 tokens).

MiniMax
MiniMax M3
Input524,288 tokens
Output524,288 tokens
Meta
Muse Wonder
Input- tokens
Output- tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both MiniMax M3 and Muse Wonder support multimodal inputs.

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

MiniMax M3

Text
Images
Audio
Video

Muse Wonder

Text
Images
Audio
Video

License

Usage and distribution terms

MiniMax M3 is licensed under MIT, while Muse Wonder uses a proprietary license.

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

MiniMax M3

MIT

Open weights

Muse Wonder

Proprietary

Closed source

Release Timeline

When each model was launched

MiniMax M3 was released on 2026-06-01, while Muse Wonder was released on 2026-10-12.

Muse Wonder is 4 months newer than MiniMax M3.

MiniMax M3

Jun 1, 2026

4 months ago

Muse Wonder

Oct 12, 2026

1 weeks ago

4mo 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 MiniMax M3 and Muse Wonder side-by-side, then vote on the output you prefer.

MiniMax M3
✓ Preferred
Muse Wonder
Open in Playground

FAQ

Common questions about MiniMax M3 vs Muse Wonder.

Which is better, MiniMax M3 or Muse Wonder?

Muse Wonder leads the LLM Stats Score 49.2 to 40.7. MiniMax M3 is made by MiniMax 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 MiniMax M3 compare to Muse Wonder in benchmarks?

MiniMax M3 scores OmniDocBench 1.5: 91.6%, SpreadSheetBench-v1: 89.3%, USAMO 2026: 85.7%, Video-MME: 85.4%, VideoMMMU: 84.6%. 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 context window sizes for MiniMax M3 and Muse Wonder?

MiniMax M3 supports 524K tokens and Muse Wonder supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between MiniMax M3 and Muse Wonder?

Key differences include LLM Stats Score (40.7 vs 49.2), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes MiniMax M3 and Muse Wonder?

MiniMax M3 is developed by MiniMax and Muse Wonder is developed by Meta.

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