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CompareAI models

  1. Qwen3.8 FlashAlibaba
  2. Ling 3.0 Flash FinInclusionai
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Flash100/100No data76/10081/10050/100No data
Ling 3.0 Flash Fin100/100No data88/10062/1000/100No data
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text, Image, Video
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
$0.06/ 1M
Output
$0.47/ 1M
$0.18/ 1M
Cached input
$0.02/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
99K
93K
Completed sessions
606,460
2,353,327
Token share
0.22%
0.21%
Tokens
1.4T+100%
1.4T+100%
JUL 25SEP 18
JUL 25SEP 18
RetentionWeek 1
Returning users
72.3%2.2K user-weeks
Pending

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