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Compare AI models: deepseek-v4.1-flash-1017-op vs LongCat-2.5

  1. deepseek-v4.1-flash-1017-opDeepSeekHollow 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-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-2.550/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder56/10080/10033/10050/100 — 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
63K
36K
Completed sessions
557,124
303,254
Token share
0.16%
0.04%
Tokens
2.4T+100%
578B+100%
SEP 21NOV 15
SEP 21NOV 15
RetentionWeek 1
Returning users
Pending
Pending

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