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CompareAI models

  1. Llama 4 Scout 17B InstructMeta
  2. Sonar Deep ResearchPerplexity
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Llama 4 Scout 17B Instruct0/100No data73/100100/10033/100No data
Sonar Deep Research100/100No data25/10019/1000/100No data
Overview
Author
Context length
3.5M
128K
Reasoning
False
True
Input modalities
Text, Image
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.18/ 1M
$2.00/ 1M
Output
$0.59/ 1M
$8.00/ 1M
Cached input
Unknown
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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