Regular Checkbox vs Checkbox button

We're debating on using regular checkbox vs checkbox buttons

I feel the regular checkboxes (first one) is a better choice. Visually, it clearly says that there's a choice to be made. Also, it's very easy to make it responsive.

Any thoughts/perspectives.