CompareAI models
- LongCat-2.0Meituan
- Grok 4.5xAI
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| LongCat-2.0 | 26/100 | 70/100 | 64/100 | 81/100 | 0/100 | 31/100 |
| Grok 4.5 | 100/100 | 100/100 | 29/100 | 74/100 | 33/100 | 62/100 |
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
$0.30/ 1M
MomentumLast 2 mo
Unique users
No usage
132K
Completed sessions
No usage
115,326
Token share
No usage
0.02%
Tokens
No usage
123B+192,169%
No trend data
JUL 17SEP 10
RetentionWeek 1
Returning users
Pending
47.5%5.1K user-weeks
Related comparisons. Other model pairs to check.
Nearby alternativeLongCat-2.0 vs Gemma-SEA-LION-v4-27B-ITLongCat-2.0·Gemma-SEA-LION-v4-27B-ITNearby alternativeGrok 4.5 vs Gemma-SEA-LION-v4-27B-ITGrok 4.5·Gemma-SEA-LION-v4-27B-ITRelated comparisonLongCat-2.0 vs Qwen3.8 Max 0902LongCat-2.0·Qwen3.8 Max 0902Related comparisonGrok 4.5 vs Qwen3.8 Max 0902Grok 4.5·Qwen3.8 Max 0902