Compare AI models: DeepSeek V4 Flash vs LongCat-2.0
- DeepSeek V4 FlashDeepSeek
- LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| DeepSeek V4 Flash | 25/100 | 75/100 | 58/100 | 81/100 | 0/100 | 0/100 |
| LongCat-2.0 | 26/100 | 69/100 | 58/100 | 81/100 | 0/100 | 29/100 |
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.30/ 1M
Output
$1.20/ 1M
$1.20/ 1M
Cached input
$0.006/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
3.1M
51K
Completed sessions
37,162,058
380,108
Token share
14.9%
0.05%
Tokens
145T-38%
454B+237%
AUG 18OCT 12
AUG 18OCT 12
RetentionWeek 1
Returning users
69.3%272K user-weeks
64.8%701 user-weeks