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Muse Ember vs QwQ-32B

Muse Ember leads the LLM Stats Score 45.9 to 14.1.

Meta · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Muse Ember leads the overall LLM Stats Score 45.9 to 14.1, ranking #47 overall.

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

Choose Muse Ember

  • overall performance matters — it scores 45.9 and ranks #47 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you want the most recent training data — it shipped Nov 2026

Choose QwQ-32B

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

At a glance

The differences that matter most.

Core performance indexes
45.9
#47
14.1
#280
48.1
#24
15.0
#268
27.3
#85
10.2
#202
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.10 / M
— / M
Output price
$0.50 / M
— / M
Context window
1,048,576
—

Individual benchmarks

6 reported for Muse Ember · 7 for QwQ-32B

No common benchmarks found

Muse Ember and QwQ-32Bdon'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 Muse Ember specifies input context (1,048,576 tokens). Only Muse Ember specifies output context (524,288 tokens).

Meta
Muse Ember
Input1,048,576 tokens
Output524,288 tokens
Alibaba Cloud / Qwen Team
QwQ-32B
Input- tokens
Output- tokens
Sat Nov 14 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Muse Ember supports multimodal inputs, whereas QwQ-32B does not.

Muse Ember can handle both text and other forms of data like images, making it suitable for multimodal applications.

Muse Ember

Text
Images
Audio
Video

QwQ-32B

Text
Images
Audio
Video

License

Usage and distribution terms

Muse Ember is licensed under a proprietary license, while QwQ-32B uses Apache 2.0.

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

Muse Ember

Proprietary

Closed source

QwQ-32B

Apache 2.0

Open weights

Release Timeline

When each model was launched

Muse Ember was released on 2026-11-09, while QwQ-32B was released on 2025-03-05.

Muse Ember is 20 months newer than QwQ-32B.

Muse Ember

Nov 9, 2026

3 days ago

1.7yr newer
QwQ-32B

Mar 5, 2025

1.7 years ago

Knowledge Cutoff

When training data ends

QwQ-32B has a documented knowledge cutoff of 2024-11-28, while Muse Ember's cutoff date is not specified.

We can confirm QwQ-32B's training data extends to 2024-11-28, but cannot make a direct comparison without Muse Ember's cutoff date.

Muse Ember

—

QwQ-32B

Nov 2024

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Muse Ember and QwQ-32B side-by-side, then vote on the output you prefer.

Muse Ember
✓ Preferred
QwQ-32B
Open in Playground

FAQ

Common questions about Muse Ember vs QwQ-32B.

Which is better, Muse Ember or QwQ-32B?

Muse Ember leads the LLM Stats Score 45.9 to 14.1. Muse Ember is made by Meta and QwQ-32B is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Muse Ember compare to QwQ-32B in benchmarks?

Muse Ember scores PerceptionBench: 80.6%, OSWorld 2.1 (partial): 69.5%, Agents' Last Exam: 61.6%, Personal Superintelligence Index: 46.8%, Terminal-Bench 4.0: 40.9%. QwQ-32B scores MATH-500: 90.6%, IFEval: 83.9%, AIME 2024: 79.5%, LiveBench: 73.1%, BFCL: 66.4%.

What are the context window sizes for Muse Ember and QwQ-32B?

Muse Ember supports 1.0M tokens and QwQ-32B 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 Ember and QwQ-32B?

Key differences include LLM Stats Score (45.9 vs 14.1), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Muse Ember and QwQ-32B?

Muse Ember is developed by Meta and QwQ-32B is developed by Alibaba Cloud / Qwen Team.