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Compare AI models: deepseek/deepseek-v4.1-flash vs LongCat-2.5

  1. deepseek/deepseek-v4.1-flashDeepSeekHollow points use fallbacks · hover for details
  2. LongCat-2.5MeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
deepseek/deepseek-v4.1-flash50/100 — 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-2.550/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder57/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
Unknown
1M
Reasoning
Unknown
True
Input modalities
Unknown
Text, Image
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
26
1.6K
Completed sessions
120
11,276
Token share
0%
0%
Tokens
569K+100%
31B+100%
SEP 15NOV 9
SEP 15NOV 9
RetentionWeek 1
Returning users
Pending
Pending

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