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I think of Eclipse as being an IDE for Java. However Orion intends to work for any programming language. For example, they want Orion to be able to handle JavaScript development.
The beauty of being a web app is that it can download code in real time from the web. IBM plans to integrate other free tools into Orion. This could be things such as Git, Bugzilla, and/or Jira.