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CompareAI models

  1. Ling 3.0 Flash FinInclusionai
  2. Kimi K2.8 PreviewMoonshot
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Ling 3.0 Flash Fin100/100No data88/10063/1000/100No data
Kimi K2.8 Preview100/100No dataNo data93/10050/100No data
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.06/ 1M
Unknown
Output
$0.18/ 1M
Unknown
Cached input
$0.01/ 1M
Unknown
MomentumLast 2 mo
Unique users
No usage
No usage
Completed sessions
No usage
No usage
Token share
No usage
No usage
Tokens
No usage
No usage
No trend data
No trend data
RetentionWeek 1
Returning users
Pending
Pending

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