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Compare AI models: DeepSeek V4.1 Flash 1017 vs LongCat-2.0

  1. DeepSeek V4.1 Flash 1017DeepSeekHollow points use fallbacks · hover for details
  2. LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4.1 Flash 101756/100100/10059/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
LongCat-2.024/10069/10059/10081/1000/10029/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.30/ 1M
Output
$1.20/ 1M
$1.20/ 1M
Cached input
$0.006/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
No usage
55K
Completed sessions
No usage
456,359
Token share
No usage
0.05%
Tokens
No usage
477B+254%
No trend data
AUG 24OCT 18
RetentionWeek 1
Returning users
Pending
64.8%701 user-weeks

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