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CompareAI models

  1. Qwen3.8 MaxAlibaba
  2. Ling 3.0 Flash FinInclusionai
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Max100/100No data30/10082/10067/100No data
Ling 3.0 Flash Fin100/100No data100/10064/1000/100No data
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf
Text
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.00/ 1M
Output
$6.00/ 1M
$0.00/ 1M
Cached input
$0.25/ 1M
Unknown
MomentumLast 2 mo
Unique users
111K
11K
Completed sessions
81,787
88,235
Token share
0.05%
0.03%
Tokens
223B+100%
116B+100%
JUL 6AUG 30
JUL 6AUG 30
RetentionWeek 1
Returning users
34%3.7K user-weeks
Pending

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