Compare AI models: Ling 3.1 Flash vs ll-alpha
- Ling 3.1 FlashinclusionAIHollow points use fallbacks · hover for details
- ll-alphaHollow points use fallbacks · hover for details
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 | 64/100 | 63/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
| ll-alpha | 50/100 — No data; neutral placeholder | 50/100 — No data; neutral placeholder | 50/100 — No data; neutral placeholder | 50/100 — No data; neutral placeholder | 50/100 — No data; neutral placeholder | 50/100 — No data; neutral placeholder |
Overview
Author
Context length
262K
Unknown
Reasoning
True
Unknown
Input modalities
Text
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.30/ 1M
Unknown
Output
$0.90/ 1M
Unknown
Cached input
$0.06/ 1M
Unknown
MomentumLast 2 mo
Unique users
41K
3.2K
Completed sessions
825,434
64,353
Token share
0.02%
0.01%
Tokens
252B+100%
55B+100%
AUG 22OCT 16
AUG 22OCT 16
RetentionWeek 1
Returning users
Pending
Pending