Is Rose deterministic?

Yes. Rose is deterministic.

For a given problem, you'll always get the same solution, with one exception: if the solver hits your specified time limit. Minor fluctuations in computation speed mean the solver may be at a slightly different point in its solution path each time the time limit is reached, which can lead to a different result in that case.