CompareAI models
- DeepSeek V4.1 FlashDeepSeek
- LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 100/100 | 100/100 | 63/100 | 80/100 | 33/100 | 92/100 |
| 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
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.27/ 1M
$0.30/ 1M
Output
$1.08/ 1M
$1.20/ 1M
Cached input
$0.0054/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
911K
No usage
Completed sessions
15,381,380
No usage
Token share
13.5%
No usage
Tokens
109T+100%
No usage
AUG 2SEP 26
No trend data
RetentionWeek 1
Returning users
85%23K user-weeks
Pending
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