CompareAI models
- LongCat-2.0Meituan
- GLM-5.3Zhipu
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| LongCat-2.0 | 28/100 | 70/100 | 42/100 | 82/100 | 0/100 | 31/100 |
| GLM-5.3 | 100/100 | No data | 34/100 | 82/100 | 0/100 | No data |
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.75/ 1M
$1.40/ 1M
Output
$3.00/ 1M
$4.40/ 1M
Cached input
$0.01/ 1M
$0.26/ 1M
MomentumLast 2 mo
Unique users
No usage
137K
Completed sessions
No usage
135,327
Token share
No usage
0.18%
Tokens
No usage
747B+100%
No trend data
JUL 2AUG 26
RetentionWeek 1
Returning users
Pending
79.1%2K 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 alternativeGLM-5.3 vs Gemma-SEA-LION-v4-27B-ITGLM-5.3·Gemma-SEA-LION-v4-27B-ITRelated comparisonLongCat-2.0 vs Qwen3.8 27BLongCat-2.0·Qwen3.8 27BRelated comparisonGLM-5.3 vs Qwen3.8 27BGLM-5.3·Qwen3.8 27B