How are these kind of graphics made?

I want to manually develop these kind of textures to incorporate on my projects, ads etc. I know it's possible to achive similar"ish" textures using photoshop and illustrator gradient blurs and warps. But this is sharper, I assume 3D, right? What's the best entry level software to get into to develop something like this?