CompareAI models
- Qwen3.8 MaxAlibaba
- LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Qwen3.8 Max | 87/100 | 100/100 | 30/100 | 80/100 | 67/100 | 91/100 |
| LongCat-2.0 | 26/100 | 69/100 | 60/100 | 80/100 | 0/100 | 29/100 |
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf
Text
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.30/ 1M
Output
$6.00/ 1M
$1.20/ 1M
Cached input
$0.25/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
166K
45K
Completed sessions
388,389
221,556
Token share
0.04%
0.06%
Tokens
361B+1,157%
546B+100%
AUG 6SEP 30
AUG 6SEP 30
RetentionWeek 1
Returning users
42.4%9.1K user-weeks
65.5%496 user-weeks
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