It's the section of the steel more than the thickness. For instance, a 6mm flat steel bar won't do anything for stiffening the machine. But 3mm Angle would work because of its section.

Now I'm not saying use 3mm Angle but hopefully, you get the idea that section is more important than the thickness if it's used wrong.