A "wide range" means a lot of things that are different from each other.

For example:

You should try to eat a wide range of fruits and vegetables.

They had a wide range of different lamps, but none of them really appealed to me.

"A wide range..." sounds rather technical or scienticfic. People use it when explaining things.