Compare AI models: Muse Ember vs Beam 1.0 501B A23B
- Muse EmberMetaHollow points use fallbacks · hover for details
- Beam 1.0 501B A23BReflectionHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Muse Ember | 100/100 | 0/100 | 72/100 | 92/100 | 83/100 | 50/100 — Tool calling supported; no comparable benchmark |
| Beam 1.0 501B A23B | 50/100 | 88/100 | 59/100 | 92/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf, Audio
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.10/ 1M
$0.25/ 1M
Output
$0.50/ 1M
$1.00/ 1M
Cached input
$0.004/ 1M
$0.05/ 1M
MomentumLast 2 mo
Unique users
41K
395K
Completed sessions
554,695
6,861,129
Token share
0.16%
1.54%
Tokens
2.2T+100%
21T+100%
SEP 16NOV 10
SEP 16NOV 10
RetentionWeek 1
Returning users
Pending
74.5%7.9K user-weeks
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