I'm not sure on which control to use on this case. Is it confusing to have two different checkbox styles that behave in different ways?
(note: this is just a small part of a whole bunch of filters and more checkboxes that appear on a sidebar of a search results page, I just cropped it here cause it shows the style of the two checkboxes)
For the first set of checkboxes it is clear that checkbox is the right choice as you can choose multiple options and it will only take effect after you update.
However I'm not sure about the second one. It works as a toggle and the changes take effect immediately by reloading the page and changing the search results.
I thought the best way was to change the checkbox style and enclose label + checkbox in a box to look like a button.
But by reading this I've also considered a toggle switch, however I feel it would be more of a mobile choice, and not sure if it works when the page needs to be reloaded for changes to take effect.