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CompareAI models

  1. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
  2. GPT-5.6 LunaOpenAI
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
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
GPT-5.6 Luna67/10081/10063/10098/10050/10064/100
Overview
Author
Context length
1M
1.1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image, Pdf
Output modalities
Text
Text
Providers
Pricing
Input
Unknown
$0.20/ 1M
Output
Unknown
$1.20/ 1M
Cached input
Unknown
$0.02/ 1M
MomentumLast 2 mo
Unique users
No usage
646K
Completed sessions
No usage
2,098,082
Token share
No usage
0.91%
Tokens
No usage
7.3T+3,730%
No trend data
AUG 2SEP 26
RetentionWeek 1
Returning users
Pending
58.8%45K user-weeks

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