Compare AI models: Ling 3.1 Flash vs LongCat-2.0
- Ling 3.1 FlashinclusionAIHollow points use fallbacks · hover for details
- LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 100/100 | 61/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
| LongCat-2.0 | 26/100 | 69/100 | 60/100 | 80/100 | 0/100 | 29/100 |
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.00/ 1M
$0.30/ 1M
Output
$0.00/ 1M
$1.20/ 1M
Cached input
Unknown
$0.006/ 1M
MomentumLast 2 mo
Unique users
3.2K
47K
Completed sessions
67,599
269,515
Token share
0%
0.06%
Tokens
28B+100%
558B+100%
AUG 9OCT 3
AUG 9OCT 3
RetentionWeek 1
Returning users
Pending
65.5%496 user-weeks