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Compare AI models: Grok 4.7 vs LongCat-2.5-Preview

  1. Grok 4.7xAIHollow points use fallbacks · hover for details
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Grok 4.750/100 — Reasoning supported; no comparable benchmark77/10029/10074/10050/10050/100 — Tool calling supported; no comparable benchmark
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder58/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
500K
1M
Reasoning
True
True
Input modalities
Text, Image, Pdf
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.30/ 1M
Output
$6.00/ 1M
$1.20/ 1M
Cached input
$0.50/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
28K
157K
Completed sessions
62,824
7,934,167
Token share
0%
0.61%
Tokens
34B+100%
5.9T+100%
AUG 18OCT 12
AUG 18OCT 12
RetentionWeek 1
Returning users
42.5%785 user-weeks
64.5%757 user-weeks

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