Saving images for web comparison

I recently came across an article saying that I should be saving my images "for web" as they will turn out dull and lack the "pop" that it had while in photoshop. So I thought I'd give it a try by comparing a few images. Can you tell the difference?

Regular save

Saved for Web

Regular save

Saved for Web