It's actually really simple, a rope is made up of very small fibers. Imagine taking one fiber of the rope, and pulling on it, then pushing on it or bending it. It's really weak in bending, due to it's small second moment of area [a factor of the area and the geometry], and in compression it buckles easily because of the same factor. In tension however it is pretty strong for its thickness. A bigger rope is made up of many such stands and as such will share their properties.
A rod, made up of a material with the same properties as the rope, will have a similar resistance to tension. However it is MUCH harder to buckle because it has a very large second moment of area, and so it will have a much higher bending and compressive stiffness.
I know this is late for OP but it was the second google result of one of my searches so this might still help someone.