CompareAI models
- Qwen3.8 Omni FlashAlibabaHollow points use fallbacks · hover for details
- Muse Spark 1.3 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Qwen3.8 Omni Flash | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 73/100 | 80/100 | 67/100 | 50/100 — Tool calling supported; no comparable benchmark |
| Muse Spark 1.3 Contributor | 100/100 | 100/100 | 84/100 | 92/100 | 83/100 | 100/100 |
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Audio, Video
Text, Image, Video, Pdf, Audio
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
$0.10/ 1M
Output
$0.47/ 1M
$0.20/ 1M
Cached input
$0.02/ 1M
$0.002/ 1M
MomentumLast 2 mo
Unique users
0
910K
Completed sessions
1
290,540,560
Token share
0%
16%
Tokens
00%
139T+100%
No trend data
AUG 6SEP 30
RetentionWeek 1
Returning users
Pending
67.5%24K user-weeks
Related comparisons. Other model pairs to check.
Nearby alternativeQwen3.8 Omni Flash vs Jamba MiniQwen3.8 Omni Flash·Jamba MiniNearby alternativeMuse Spark 1.3 Contributor vs Jamba MiniMuse Spark 1.3 Contributor·Jamba MiniRelated comparisonQwen3.8 Omni Flash vs Jamba LargeQwen3.8 Omni Flash·Jamba LargeRelated comparisonMuse Spark 1.3 Contributor vs Jamba LargeMuse Spark 1.3 Contributor·Jamba Large