Ranked in these QuestionsQuestion Ranking
Pro Free and open source software
Pro Can annotate a pdf
It isn't immediately obvious how to do this, but the instructions are here.
As of 13 June 2018, the icons/screenshots on that page look different than what can be seen under Evince v3.18.2, but the devs have been alerted to this discrepancy, and there are requests they make the finding/using of annotations more intuitive than they are now.
Pro Search results list
Click/tap the magnifying class in the top bar.
Pro Can find a word in a pdf
Pro Good SEARCH
Evince remained my preferred viewer due to the excellent presentation of results in the whole document when performing a search. It is so good, that it makes me tolerate the silly "hamburger" (CSD) foolishness.
Pro Supports touchpad gestures
Pro Good integration with Gnome desktop
Pro Supports touch interaction
Supports touch, including drag and pinch to zoom.
Pro Can play embedded video
To my knowlegde, the only PDF reader on Linux that can play embeded video (unfortunately not in presentation mode, which is a major drawdack).
Con Scrolling is not smooth
Con Poor UI
Since version 3 it is almost unusable.
Con Bugs that never get fixed
Irritating bugs that never get fixed (such as starting scrolling randomly when moving mouse around) and devs that don't care.
Con Tied to GNOME
Comes with all those weird things like popovers and clientside windows.
Con Slow to open PDFs
Con CSD - Why do you need to search for stuff you know is there... somewhere.
MS thought it was smart to remove "Start" buttons. With CSD, devs thought it would be good for productivity to play hide and seek with standard functions. And Evince regrettably is also riding that wave. It is that Evince has a superior (whole document) search result presentation and that its function is pretty simple and straight forward (read, search), that it makes me tolerate the silly "hamburger" (CSD) foolishness. If Atril (no CSD) would have similar search result output, a switch over would be just one heartbeat away...
Con Window can't be resized
You can only read in a small box or fullscreen, no way to manually size window.
Con Keyboard shortcuts cannot be rebound
Con Thumbs not working
Scroll once, and all thumbs in the side panel are gone.
Con Unicode problems
Some languages other than English do not render correctly.
Con Adding annotations isn't as intuitive as it should be
Instructions can be found here. Specifically, a user should be able to select a word or block of text, then right-click and see highlight/add note options in the drop-down menu. Currently, this option isn't available (as of Evince v3.18.2 / 13th June 2018).