CompareAI models
- LongCat-2.0Meituan
- GPT-5.6 LunaOpenAI
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| LongCat-2.0 | 28/100 | 72/100 | 64/100 | 81/100 | 0/100 | 33/100 |
| GPT-5.6 Luna | 39/100 | 81/100 | 65/100 | 98/100 | 50/100 | 75/100 |
Overview
Author
Context length
1M
1.1M
Reasoning
True
True
Input modalities
Text
Text, Image, Pdf
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.20/ 1M
Output
$1.20/ 1M
$1.20/ 1M
Cached input
$0.006/ 1M
$0.02/ 1M
MomentumLast 2 mo
Unique users
No usage
169K
Completed sessions
No usage
363,331
Token share
No usage
1.05%
Tokens
No usage
2.4T+100%
No trend data
JUN 19AUG 13
Related comparisons. Other model pairs to check.
Nearby alternativeLongCat-2.0 vs Qwen3.8 MaxLongCat-2.0·Qwen3.8 MaxNearby alternativeGPT-5.6 Luna vs Qwen3.8 MaxGPT-5.6 Luna·Qwen3.8 MaxRelated comparisonLongCat-2.0 vs Qwen3.8 Max PreviewLongCat-2.0·Qwen3.8 Max PreviewRelated comparisonGPT-5.6 Luna vs Qwen3.8 Max PreviewGPT-5.6 Luna·Qwen3.8 Max Preview