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Compare AI models: Sonar Deep Research vs Step 3.7 Flash

  1. Sonar Deep ResearchPerplexityHollow points use fallbacks · hover for details
  2. Step 3.7 FlashStepFun
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Sonar Deep Research50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder21/10024/1000/1000/100 — Tool calling not supported
Step 3.7 Flash32/10096/10059/10053/10050/10055/100
Overview
Author
Context length
128K
256K
Reasoning
True
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.20/ 1M
Output
$8.00/ 1M
$1.15/ 1M
Cached input
Unknown
$0.04/ 1M
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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