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Muse Ember vs Qwen4-Max-Preview

Comparing Muse Ember and Qwen4-Max-Preview across benchmarks, pricing, and capabilities.

Meta · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Muse Ember and Qwen4-Max-Preview trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

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

Choose Muse Ember

  • you want predictable pricing at $0.10/M input and $0.50/M output

Choose Qwen4-Max-Preview

  • you want the most recent training data — it shipped Nov 2026

At a glance

The differences that matter most.

Muse Ember
Meta
Qwen4-Max-Preview
Alibaba Cloud / Qwen Team
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 · 0 for Qwen4-Max-Preview

No common benchmarks found

Muse Ember and Qwen4-Max-Previewdon'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
Qwen4-Max-Preview
Input- tokens
Output- tokens
Thu Nov 12 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Muse Ember and Qwen4-Max-Preview support multimodal inputs.

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

Muse Ember

Text
Images
Audio
Video

Qwen4-Max-Preview

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 Ember

Proprietary

Closed source

Qwen4-Max-Preview

Proprietary

Closed source

Release Timeline

When each model was launched

Muse Ember was released on 2026-11-09, while Qwen4-Max-Preview was released on 2026-11-11.

Qwen4-Max-Preview is 0 month newer than Muse Ember.

Muse Ember

Nov 9, 2026

3 days ago

Qwen4-Max-Preview

Nov 11, 2026

1 days ago

2d 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 Muse Ember and Qwen4-Max-Preview side-by-side, then vote on the output you prefer.

Muse Ember
✓ Preferred
Qwen4-Max-Preview
Open in Playground

FAQ

Common questions about Muse Ember vs Qwen4-Max-Preview.

Which is better, Muse Ember or Qwen4-Max-Preview?

Muse Ember (Meta) and Qwen4-Max-Preview (Alibaba Cloud / Qwen Team) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Muse Ember compare to Qwen4-Max-Preview 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%.

What are the context window sizes for Muse Ember and Qwen4-Max-Preview?

Muse Ember supports 1.0M tokens and Qwen4-Max-Preview supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

Who makes Muse Ember and Qwen4-Max-Preview?

Muse Ember is developed by Meta and Qwen4-Max-Preview is developed by Alibaba Cloud / Qwen Team.

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