Erlang excels at building distributed, fault-tolerant, concurrent applications due to its lightweight process model and built-in support for distribution. However, Java is more full-featured and is generally a better choice for applications that require more traditional object-oriented capabilities or need to interface with existing Java libraries and frameworks. Both languages have their appropriate uses depending on the requirements of the specific application being developed.