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No, this should not be an issue, we've been using single launch files with a significantly higher number of nodes started with them with no issues.
If rviz and/or gazebo specifically have issues, that might point to a graphics driver related cause (seeing how they both use OGRE and are somewhat sensitive to gfx driver setup). You'll find many posts on this site for both gazebo graphics crashes and rviz graphics crashes.