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Compare AI models: Qwen3.8 Flash vs Muse Spark 1.2 Contributor

  1. Qwen3.8 FlashAlibabaHollow points use fallbacks · hover for details
  2. Muse Spark 1.2 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder73/10081/10050/10050/100 — Tool calling supported; no comparable benchmark
Muse Spark 1.2 Contributor0/10041/10083/10092/10083/1000/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, 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
204K
407K
Completed sessions
1,709,642
323,665,177
Token share
0.25%
3.47%
Tokens
2.6T+100%
36T+862%
AUG 23OCT 17
AUG 23OCT 17
RetentionWeek 1
Returning users
61.1%8.5K user-weeks
78.3%9.1K user-weeks

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