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Compare AI models: deepseek-v4.1-flash-1017-op vs LongCat-2.0

  1. deepseek-v4.1-flash-1017-opDeepSeekHollow 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-1017-op50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder
LongCat-2.024/10069/10055/10081/1000/10029/100
Overview
Author
Context length
Unknown
1M
Reasoning
Unknown
True
Input modalities
Unknown
Text
Output modalities
Unknown
Text
Providers
Pricing
Input
Unknown
$0.30/ 1M
Output
Unknown
$1.20/ 1M
Cached input
Unknown
$0.006/ 1M
MomentumLast 2 mo
Unique users
374
54K
Completed sessions
2,739
547,164
Token share
0%
0.03%
Tokens
18B+100%
369B+25%
SEP 2OCT 27
SEP 2OCT 27
RetentionWeek 1
Returning users
Pending
64.3%753 user-weeks

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