Muse Ember vs Qwen2.5 VL 32B Instruct
Muse Ember leads the LLM Stats Score 45.9 to 9.4.
Meta · Alibaba Cloud / Qwen Team · Updated for 2026
Which is better?
Muse Ember leads the overall LLM Stats Score 45.9 to 9.4, 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 agents — it leads those capability indexes
- you want the most recent training data — it shipped Nov 2026
Choose Qwen2.5 VL 32B Instruct
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
6 reported for Muse Ember · 28 for Qwen2.5 VL 32B Instruct
Muse Ember and Qwen2.5 VL 32B Instructdon'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).
Input capabilities
Documented input modalities across available providers
Both Muse Ember and Qwen2.5 VL 32B Instruct support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Muse Ember
Qwen2.5 VL 32B Instruct
License
Usage and distribution terms
Muse Ember is licensed under a proprietary license, while Qwen2.5 VL 32B Instruct uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
Muse Ember was released on 2026-11-09, while Qwen2.5 VL 32B Instruct was released on 2025-02-28.
Muse Ember is 21 months newer than Qwen2.5 VL 32B Instruct.
Nov 9, 2026
3 days ago
1.7yr newerFeb 28, 2025
1.7 years ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Outputs Comparison
Judge for yourself.
Run your own prompts against Muse Ember and Qwen2.5 VL 32B Instruct side-by-side, then vote on the output you prefer.
FAQ
Common questions about Muse Ember vs Qwen2.5 VL 32B Instruct.