CompareAI models
- DeepSeek V4 ProDeepSeek
- LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| DeepSeek V4 Pro | 100/100 | 100/100 | 37/100 | 80/100 | 0/100 | 68/100 |
| LongCat-2.5-Preview | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 50/100 — No data; neutral placeholder | 80/100 | 33/100 | 50/100 — Tool calling supported; no comparable benchmark |
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$1.74/ 1M
Unknown
Output
$3.48/ 1M
Unknown
Cached input
$0.20/ 1M
Unknown
MomentumLast 2 mo
Unique users
1.1M
No usage
Completed sessions
1,711,056
No usage
Token share
2.41%
No usage
Tokens
19T-33%
No usage
AUG 2SEP 26
No trend data
RetentionWeek 1
Returning users
60.7%104K user-weeks
Pending
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