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Compare AI models: DeepSeek V4 Pro 0813 vs LongCat-2.5-Preview

  1. DeepSeek V4 Pro 0813DeepSeek
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Pro 081377/100100/10036/10080/1000/10050/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder60/10080/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$1.32/ 1M
$0.30/ 1M
Output
$3.96/ 1M
$1.20/ 1M
Cached input
$0.04/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
26
95K
Completed sessions
422
4,363,241
Token share
0%
0.45%
Tokens
72M+100%
4.4T+100%
AUG 13OCT 7
AUG 13OCT 7
RetentionWeek 1
Returning users
Pending
Pending

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