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Muse Wonder Full vs Seed 2.1 Pro

Muse Wonder Full leads the LLM Stats Score 52.1 to 45.8.

Meta · ByteDance · Updated for 2026

Which is better?

Muse Wonder Full leads the overall LLM Stats Score 52.1 to 45.8, ranking #13 overall.

In the 1 individual benchmarks reported for both models, Muse Wonder Full wins 1; this is a narrower head-to-head signal than the composite indexes.

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

Choose Muse Wonder Full

  • overall performance matters — it scores 52.1 and ranks #13 on LLM Stats
  • your work emphasizes coding and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped Oct 2026

Choose Seed 2.1 Pro

  • you are already invested in the ByteDance ecosystem

At a glance

The differences that matter most.

Muse Wonder Full
Meta
Seed 2.1 Pro
ByteDance
Core performance indexes
LLM Stats Score
52.1
#13
45.8
#35
Reasoning
38.4
#71
47.2
#27
Coding
41.5
#8
32.2
#46
Agents
38.5
#8
31.0
#37
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
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 Full
Seed 2.1 Pro
Vision
31.7#28
34.3#15
Multimodal
31.8#25
37.5#4
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

16 reported for Muse Wonder Full · 94 for Seed 2.1 Pro

1 shared

Muse Wonder Full outperforms in 1 benchmarks (Program Bench), while Seed 2.1 Pro is better at 0 benchmarks.

Muse Wonder Full significantly outperforms across most benchmarks.

Tue Oct 13 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Input capabilities

Documented input modalities across available providers

Both Muse Wonder Full and Seed 2.1 Pro support multimodal inputs.

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

Muse Wonder Full

Text
Images
Audio
Video

Seed 2.1 Pro

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Muse Wonder Full

Proprietary

Closed source

Seed 2.1 Pro

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Wonder Full was released on 2026-10-12, while Seed 2.1 Pro was released on 2026-06-24.

Muse Wonder Full is 4 months newer than Seed 2.1 Pro.

Muse Wonder Full

Oct 12, 2026

1 days ago

3mo newer
Seed 2.1 Pro

Jun 24, 2026

3 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 Full and Seed 2.1 Pro side-by-side, then vote on the output you prefer.

Muse Wonder Full
✓ Preferred
Seed 2.1 Pro
Open in Playground

FAQ

Common questions about Muse Wonder Full vs Seed 2.1 Pro.

Which is better, Muse Wonder Full or Seed 2.1 Pro?

Muse Wonder Full leads the LLM Stats Score 52.1 to 45.8. Muse Wonder Full is made by Meta and Seed 2.1 Pro is made by ByteDance. 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 Seed 2.1 Pro 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%. Seed 2.1 Pro scores CharXiv-D: 95.5%, MathVision: 94.5%, MathVista: 90.7%, MathVerse: 89.7%, Video-MME: 89.2%.

What are the main differences between Muse Wonder Full and Seed 2.1 Pro?

Key differences include LLM Stats Score (52.1 vs 45.8). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Wonder Full and Seed 2.1 Pro?

Muse Wonder Full is developed by Meta and Seed 2.1 Pro is developed by ByteDance.

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