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CompareAI models

  1. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
  2. GPT-6 LunaOpenAIHollow points use fallbacks · hover for details
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-6 Luna50/100 — Reasoning supported; no comparable benchmark46/10074/10098/10050/10050/100 — Tool calling supported; no comparable benchmark
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
$0.10/ 1M
Output
Unknown
$0.50/ 1M
Cached input
Unknown
$0.01/ 1M
MomentumLast 2 mo
Unique users
No usage
34K
Completed sessions
No usage
185,916
Token share
No usage
0.03%
Tokens
No usage
231B+100%
No trend data
AUG 2SEP 26
RetentionWeek 1
Returning users
Pending
Pending

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