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Muse Wonder vs Seed 2.0 Pro

Muse Wonder leads the LLM Stats Score 49.2 to 39.3.

Meta · ByteDance · Updated for 2026

Which is better?

Muse Wonder leads the overall LLM Stats Score 49.2 to 39.3, 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 agents — it leads those capability indexes
  • you want the most recent training data — it shipped Oct 2026

Choose Seed 2.0 Pro

  • you want predictable pricing at $0.50/M input and $3.00/M output

At a glance

The differences that matter most.

Muse Wonder
Meta
Seed 2.0 Pro
ByteDance
Core performance indexes
LLM Stats Score
49.2
#25
39.3
#73
Reasoning
37.7
#81
38.9
#74
Coding
38.2
#21
22.1
#99
Agents
37.2
#17
17.0
#96
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.50 / M
Output price
— / M
$3.00 / M
Context window
—
256,000

Individual benchmarks

16 reported for Muse Wonder · 6 for Seed 2.0 Pro

No common benchmarks found

Muse Wonder and Seed 2.0 Prodon'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 Seed 2.0 Pro specifies input context (256,000 tokens). Only Seed 2.0 Pro specifies output context (131,072 tokens).

Meta
Muse Wonder
Input- tokens
Output- tokens
ByteDance
Seed 2.0 Pro
Input256,000 tokens
Output131,072 tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Muse Wonder and Seed 2.0 Pro support multimodal inputs.

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

Muse Wonder

Text
Images
Audio
Video

Seed 2.0 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

Proprietary

Closed source

Seed 2.0 Pro

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Wonder was released on 2026-10-12, while Seed 2.0 Pro was released on 2026-02-14.

Muse Wonder is 8 months newer than Seed 2.0 Pro.

Muse Wonder

Oct 12, 2026

1 weeks ago

8mo newer
Seed 2.0 Pro

Feb 14, 2026

8 months ago

Knowledge Cutoff

When training data ends

Seed 2.0 Pro has a documented knowledge cutoff of 2024-01-01, while Muse Wonder's cutoff date is not specified.

We can confirm Seed 2.0 Pro's training data extends to 2024-01-01, but cannot make a direct comparison without Muse Wonder's cutoff date.

Muse Wonder

—

Seed 2.0 Pro

Jan 2024

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Muse Wonder and Seed 2.0 Pro side-by-side, then vote on the output you prefer.

Muse Wonder
✓ Preferred
Seed 2.0 Pro
Open in Playground

FAQ

Common questions about Muse Wonder vs Seed 2.0 Pro.

Which is better, Muse Wonder or Seed 2.0 Pro?

Muse Wonder leads the LLM Stats Score 49.2 to 39.3. Muse Wonder is made by Meta and Seed 2.0 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 compare to Seed 2.0 Pro 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%. Seed 2.0 Pro scores AIME 2025: 98.3%, AIME 2026: 94.2%, GPQA: 88.9%, LiveCodeBench v6: 87.8%, BrowseComp: 77.3%.

What are the context window sizes for Muse Wonder and Seed 2.0 Pro?

Muse Wonder supports an unknown number of tokens and Seed 2.0 Pro supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Muse Wonder and Seed 2.0 Pro?

Key differences include LLM Stats Score (49.2 vs 39.3). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Wonder and Seed 2.0 Pro?

Muse Wonder is developed by Meta and Seed 2.0 Pro is developed by ByteDance.

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