For the most part, there aren’t many Dodge Caravan transmission problems. Newer models are unlikely to experience Dodge Caravan transmission problems of any serious kind, aside from rough or delayed shifting, which should not occur if regular maintenance is done.
However, Dodge Caravan transmission problems were a major issue from 1998-2002, often at the tops of the list for issues at that time. Dodge Caravan transmission problems were quite serious, ranging from transmission leaks to (in many cases) complete failure. Dodge Caravan transmission problems were most common in the 2000 model, and Dodge started working to fix it. By 2003, Dodge Caravan transmission problems were a thing of the past.