Compare AI models: LongCat-2.0 vs Grok 4.7

LongCat-2.0Meituan
Grok 4.7xAIHollow points use fallbacks · hover for details

ReasoningCodingCost efficiencyContext windowMultimodalTool use

Normalized model capability scores
Model	Reasoning	Coding	Cost efficiency	Context window	Multimodal	Tool use
LongCat-2.0	24/100	69/100	37/100	82/100	0/100	29/100
Grok 4.7	50/100 — Reasoning supported; no comparable benchmark	71/100	25/100	75/100	50/100	50/100 — Tool calling supported; no comparable benchmark

Overview

Author

Meituan

xAI

Context length

500K

Reasoning

True

Input modalities

Text

Text, Image, Pdf

Output modalities

Text

Providers

Meituan

xAI

Pricing

Input

$0.75/ 1M

$2.00/ 1M

Output

$3.00/ 1M

$6.00/ 1M

Cached input

$0.01/ 1M

$0.50/ 1M

MomentumLast 2 mo

Unique users

56K

47K

Completed sessions

537,869

115,146

Token share

0.04%

0.01%

Tokens

434B+120%

60B+100%

AUG 28OCT 22

RetentionWeek 1

Returning users

66.6%772 user-weeks

44.7%1.2K user-weeks

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