Tomcat is an open source web server and servlet container. It's also the reference implementation of the servlet and JSP specifications.
BEA Weblogic is a commercial JEE server. As such, its functionalities go way beyond Tomcat - it also supports EJB, JavaMail, JMS, and various other JEE APIs.
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