I mostly find it useful for learning myself or for questioning a strange result. It usually works well for either of those. As you said, I'm probably not getting it's actual reasoning from any reasoning tokens but never thought that was happening anyway. It's just a way of interrogating the current situation in the current context.

It providing a different result is exactly because it's now looking at the existing solution and generating from there.