Compare AI models: Ling 3.1 Flash vs Hy4 preview
- Ling 3.1 FlashinclusionAIHollow points use fallbacks · hover for details
- Hy4 previewTencentHollow 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 | 62/100 | 63/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
| Hy4 preview | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 41/100 | 87/100 | 0/100 | 50/100 — Tool calling supported; no comparable benchmark |
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.83/ 1M
Output
$0.90/ 1M
$2.50/ 1M
Cached input
$0.06/ 1M
$0.04/ 1M
MomentumLast 2 mo
Unique users
41K
52K
Completed sessions
825,434
115,752
Token share
0.02%
0.03%
Tokens
252B+100%
353B+100%
AUG 26OCT 20
AUG 26OCT 20
RetentionWeek 1
Returning users
Pending
54.1%1.6K user-weeks