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CompareAI models

  1. Qwen3.8 FlashAlibaba
  2. nemotron-3-ultraNvidia
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Flash100/100No data77/10081/10050/100No data
nemotron-3-ultraNo dataNo dataNo dataNo dataNo dataNo data
Overview
Author
Context length
1M
Unknown
Reasoning
True
Unknown
Input modalities
Text, Image, Video
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.16/ 1M
Unknown
Output
$0.47/ 1M
Unknown
Cached input
$0.02/ 1M
Unknown
MomentumLast 2 mo
Unique users
40K
277K
Completed sessions
98,978
2,141,905
Token share
0.13%
2.18%
Tokens
643B+100%
11T+770%
JUL 12SEP 5
JUL 12SEP 5
RetentionWeek 1
Returning users
Pending
Pending

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