At Google we also strive for repeatable builds. We find timestamps embedded in jar files to be the biggest problem.
Timestamps are useful for users checking up-to-dateness via the "Show Source" action in a web browser. Making the choice of timestamp explicit in a javadoc invocation seems like a good practice. Changing the default behavior is generally not done in the java world unless there's a compelling reason.