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Compare AI models: LongCat-2.0 vs Step 3.7 Flash

  1. LongCat-2.0Meituan
  2. Step 3.7 FlashStepFun
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.026/10069/10058/10081/1000/10029/100
Step 3.7 Flash32/10096/10063/10052/10050/10055/100
Overview
Author
Context length
1M
256K
Reasoning
True
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.18/ 1M
Output
$1.20/ 1M
$1.11/ 1M
Cached input
$0.006/ 1M
$0.04/ 1M
MomentumLast 2 mo
Unique users
51K
No usage
Completed sessions
383,486
No usage
Token share
0.05%
No usage
Tokens
455B+237%
No usage
AUG 18OCT 12
No trend data
RetentionWeek 1
Returning users
64.8%701 user-weeks
Pending

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