Beam 1.0 vs Muse Wonder
Muse Wonder leads the LLM Stats Score 49.3 to 44.6.
Reflection AI · Meta · Updated for 2026
Which is better?
Muse Wonder leads the overall LLM Stats Score 49.3 to 44.6, ranking #24 overall.
In the 1 individual benchmarks reported for both models, Muse Wonder 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 Beam 1.0
- you want the most recent training data — it shipped Oct 2026
- you need open weights you can self-host or fine-tune
Choose Muse Wonder
- overall performance matters — it scores 49.3 and ranks #24 on LLM Stats
- your work emphasizes agents — it leads those capability indexes
- you value its reported benchmark strengths — it wins 1 of 1 exact shared results
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
22 reported for Beam 1.0 · 16 for Muse Wonder
Beam 1.0 outperforms in 0 benchmarks, while Muse Wonder is better at 1 benchmark (DeepSWE 1.1).
Muse Wonder significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Context Window
Maximum input and output token capacity
Only Beam 1.0 specifies input context (1,048,576 tokens). Only Beam 1.0 specifies output context (131,072 tokens).
Input capabilities
Documented input modalities across available providers
Muse Wonder supports multimodal inputs, whereas Beam 1.0 does not.
Muse Wonder can handle both text and other forms of data like images, making it suitable for multimodal applications.
Beam 1.0
Muse Wonder
License
Usage and distribution terms
Beam 1.0 is licensed under Apache 2.0, while Muse Wonder uses a proprietary license.
License differences may affect how you can use these models in commercial or open-source projects.
Apache 2.0
Open weights
Proprietary
Closed source
Release Timeline
When each model was launched
Beam 1.0 was released on 2026-10-16, while Muse Wonder was released on 2026-10-12.
Beam 1.0 is 0 month newer than Muse Wonder.
Oct 16, 2026
3 days ago
4d newerOct 12, 2026
1 weeks ago
Knowledge Cutoff
When training data ends
Beam 1.0 has a documented knowledge cutoff of 2026-06-30, while Muse Wonder's cutoff date is not specified.
We can confirm Beam 1.0's training data extends to 2026-06-30, but cannot make a direct comparison without Muse Wonder's cutoff date.
Jun 2026
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Outputs Comparison
Judge for yourself.
Run your own prompts against Beam 1.0 and Muse Wonder side-by-side, then vote on the output you prefer.
FAQ
Common questions about Beam 1.0 vs Muse Wonder.