The high watermark indicates the offset of messages that are fully replicated, while the end-of-log offset might be larger if there are newly appended records to the leader partition which are not replicated yet.
Consumers can only consume messages up to the high watermark.
See this blog post for more details: http://www.confluent.io/blog/hands-free-kafka-replication-a-lesson-in-operational-simplicity/