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Muse Spark Open vs Seed 2.0 Lite

Muse Spark Open leads the LLM Stats Score 45.3 to 31.5.

Meta · ByteDance · Updated for 2026

Which is better?

Muse Spark Open leads the overall LLM Stats Score 45.3 to 31.5, ranking #42 overall.

In the 1 individual benchmarks reported for both models, Muse Spark Open 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 Spark Open

  • overall performance matters — it scores 45.3 and ranks #42 on LLM Stats
  • your work emphasizes reasoning — 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
  • you need open weights you can self-host or fine-tune

Choose Seed 2.0 Lite

  • you are already invested in the ByteDance ecosystem

At a glance

The differences that matter most.

Muse Spark Open
Meta
Seed 2.0 Lite
ByteDance
Core performance indexes
LLM Stats Score
45.3
#42
31.5
#132
Reasoning
45.7
#35
31.1
#131
Coding
33.5
#40
17.9
#134
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$1.25 / M
— / M
Output price
$4.25 / M
— / M
Context window
1,048,576
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Muse Spark Open
Seed 2.0 Lite
Math
33.3#58
25.1#121
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

17 reported for Muse Spark Open · 5 for Seed 2.0 Lite

1 shared

Muse Spark Open outperforms in 1 benchmarks (GPQA), while Seed 2.0 Lite is better at 0 benchmarks.

Muse Spark Open significantly outperforms across most benchmarks.

Sat Oct 24 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Muse Spark Open specifies input context (1,048,576 tokens). Only Muse Spark Open specifies output context (1,048,576 tokens).

Meta
Muse Spark Open
Input1,048,576 tokens
Output1,048,576 tokens
ByteDance
Seed 2.0 Lite
Input- tokens
Output- tokens
Sat Oct 24 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Muse Spark Open and Seed 2.0 Lite support multimodal inputs.

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

Muse Spark Open

Text
Images
Audio
Video

Seed 2.0 Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Spark Open is licensed under Muse Model License, while Seed 2.0 Lite uses a proprietary license.

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

Muse Spark Open

Muse Model License

Open weights

Seed 2.0 Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Spark Open was released on 2026-10-15, while Seed 2.0 Lite was released on 2026-02-14.

Muse Spark Open is 8 months newer than Seed 2.0 Lite.

Muse Spark Open

Oct 15, 2026

1 weeks ago

8mo newer
Seed 2.0 Lite

Feb 14, 2026

8 months ago

Knowledge Cutoff

When training data ends

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

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

Muse Spark Open

—

Seed 2.0 Lite

Jan 2024

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

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

Muse Spark Open
✓ Preferred
Seed 2.0 Lite
Open in Playground

FAQ

Common questions about Muse Spark Open vs Seed 2.0 Lite.

Which is better, Muse Spark Open or Seed 2.0 Lite?

Muse Spark Open leads the LLM Stats Score 45.3 to 31.5. Muse Spark Open is made by Meta and Seed 2.0 Lite 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 Spark Open compare to Seed 2.0 Lite in benchmarks?

Muse Spark Open scores MCP Atlas: 89.2%, GPQA: 89.0%, OSWorld-Verified: 80.4%, BabyVision: 80.2%, Terminal-Bench 2.1: 76.4%. Seed 2.0 Lite scores AIME 2025: 93.0%, AIME 2026: 88.3%, GPQA: 85.1%, LiveCodeBench v6: 81.7%, SWE-Bench Verified: 73.5%.

What are the context window sizes for Muse Spark Open and Seed 2.0 Lite?

Muse Spark Open supports 1.0M tokens and Seed 2.0 Lite 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 Muse Spark Open and Seed 2.0 Lite?

Key differences include LLM Stats Score (45.3 vs 31.5), licensing (Muse Model License vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Spark Open and Seed 2.0 Lite?

Muse Spark Open is developed by Meta and Seed 2.0 Lite is developed by ByteDance.

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