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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-2.026/10069/10060/10080/1000/10029/100
Grok 4.650/100 — Reasoning supported; no comparable benchmark38/10030/10073/10033/10050/100 — 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
47K
55K
Completed sessions
307,639
115,932
Token share
0.05%
0.01%
Tokens
434B+221%
75B+100%
AUG 13OCT 7
AUG 13OCT 7
RetentionWeek 1
Returning users
63%613 user-weeks
40.6%3K user-weeks

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