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 | 82/100 | 63/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
| LongCat-2.0 | 24/100 | 69/100 | 57/100 | 81/100 | 0/100 | 29/100 |
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.07/ 1M
$0.30/ 1M
Output
$0.23/ 1M
$1.20/ 1M
Cached input
$0.01/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
41K
55K
Completed sessions
825,434
467,275
Token share
0.02%
0.05%
Tokens
252B+100%
476B+242%
AUG 25OCT 19
AUG 25OCT 19
RetentionWeek 1
Returning users
Pending
66.5%770 user-weeks