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CompareAI models

  1. DeepSeek V4 ProDeepSeek
  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 Pro100/100100/10037/10080/1000/10068/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder80/10033/10050/100 — 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
$1.74/ 1M
Unknown
Output
$3.48/ 1M
Unknown
Cached input
$0.20/ 1M
Unknown
MomentumLast 2 mo
Unique users
1.1M
No usage
Completed sessions
1,711,056
No usage
Token share
2.41%
No usage
Tokens
19T-33%
No usage
AUG 2SEP 26
No trend data
RetentionWeek 1
Returning users
60.7%104K user-weeks
Pending

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