GitHub[195K]Try OpenCode

CompareAI models

  1. LongCat-2.0Meituan
  2. Grok 4.5xAI
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.028/10070/10043/10082/1000/10031/100
Grok 4.5100/100100/10030/10075/10033/10062/100
Overview
Author
Context length
1M
500K
Reasoning
True
True
Input modalities
Text
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.75/ 1M
$2.00/ 1M
Output
$3.00/ 1M
$6.00/ 1M
Cached input
$0.01/ 1M
$0.30/ 1M
MomentumLast 2 mo
Unique users
6.6K
122K
Completed sessions
4,185
104,701
Token share
0.04%
0.03%
Tokens
168B+100%
122B+100%
JUL 2AUG 26
JUL 2AUG 26
RetentionWeek 1
Returning users
Pending
46.2%4.1K user-weeks

Related comparisons. Other model pairs to check.