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

  1. Qwen3.8 MaxAlibaba
  2. Muse Spark 1.2 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Max82/100100/10025/10080/10067/10091/100
Muse Spark 1.2 Contributor0/10041/10080/10092/10083/1000/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf
Text, Image, Video, Pdf, Audio
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.10/ 1M
Output
$6.00/ 1M
$0.20/ 1M
Cached input
$0.25/ 1M
$0.002/ 1M
MomentumLast 2 mo
Unique users
117K
60K
Completed sessions
439,511
189,246,638
Token share
0.02%
0.28%
Tokens
228B-34%
4T-89%
SEP 21NOV 15
SEP 21NOV 15
RetentionWeek 1
Returning users
41.6%4.2K user-weeks
58.3%1.2K user-weeks

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