CompareAI models
- Qwen3.8 FlashAlibabaHollow points use fallbacks · hover for details
- LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| Qwen3.8 Flash | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 73/100 | 80/100 | 50/100 | 50/100 — Tool calling supported; no comparable benchmark |
| 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, Image, Video
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
Unknown
Output
$0.47/ 1M
Unknown
Cached input
$0.02/ 1M
Unknown
MomentumLast 2 mo
Unique users
130K
No usage
Completed sessions
906,475
No usage
Token share
0.22%
No usage
Tokens
1.8T+100%
No usage
AUG 2SEP 26
No trend data
RetentionWeek 1
Returning users
70.9%3.7K user-weeks
Pending
Related comparisons. Other model pairs to check.
Nearby alternativeQwen3.8 Flash vs Jamba MiniQwen3.8 Flash·Jamba MiniNearby alternativeLongCat-2.5-Preview vs Jamba MiniLongCat-2.5-Preview·Jamba MiniRelated comparisonQwen3.8 Flash vs Jamba LargeQwen3.8 Flash·Jamba LargeRelated comparisonLongCat-2.5-Preview vs Jamba LargeLongCat-2.5-Preview·Jamba Large