Compare AI models: LongCat-2.5-Preview vs Sonar Pro
- LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
- Sonar ProPerplexityHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| LongCat-2.5-Preview | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 60/100 | 80/100 | 33/100 | 50/100 — Tool calling supported; no comparable benchmark |
| Sonar Pro | 0/100 — Reasoning not supported | 7/100 | 12/100 | 43/100 | 33/100 | 0/100 — Tool calling not supported |
Overview
Author
Context length
1M
200K
Reasoning
True
False
Input modalities
Text, Image
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$3.00/ 1M
Output
$1.20/ 1M
$15/ 1M
Cached input
$0.006/ 1M
Unknown
MomentumLast 2 mo
Unique users
87K
No usage
Completed sessions
4,027,343
No usage
Token share
0.44%
No usage
Tokens
4.1T+100%
No usage
AUG 13OCT 7
No trend data
RetentionWeek 1
Returning users
Pending
Pending