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CompareAI models

  1. Qwen3.8 FlashAlibaba
  2. Nemotron 3 Ultra 550B A55BNvidia
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Flash100/100No data76/10081/10050/100No data
Nemotron 3 Ultra 550B A55B0/10022/10040/10081/1000/1008/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
$0.60/ 1M
Output
$0.47/ 1M
$3.60/ 1M
Cached input
$0.02/ 1M
$0.20/ 1M
MomentumLast 2 mo
Unique users
91K
No usage
Completed sessions
500,370
No usage
Token share
0.21%
No usage
Tokens
1.4T+100%
No usage
JUL 23SEP 16
No trend data
RetentionWeek 1
Returning users
72.3%2.2K user-weeks
Pending

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