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Compare AI models: LongCat-2.0 vs Grok 4.6

  1. LongCat-2.0Meituan
  2. Grok 4.6xAIHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.024/10069/10056/10081/1000/10029/100
Grok 4.650/100 — Reasoning supported; no comparable benchmark39/10025/10074/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
500K
Reasoning
True
True
Input modalities
Text
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$2.00/ 1M
Output
$1.20/ 1M
$6.00/ 1M
Cached input
$0.006/ 1M
$0.50/ 1M
MomentumLast 2 mo
Unique users
52K
41K
Completed sessions
541,342
98,371
Token share
0.02%
0%
Tokens
292B-33%
39B-2%
SEP 11NOV 5
SEP 11NOV 5
RetentionWeek 1
Returning users
61.7%643 user-weeks
34.9%2.2K user-weeks

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