I did this same research a year ago.  The best for my use was Coat it, for the reasons above + you can spot repair later on without having to remove the old stuff.  If you prep good, it will apply over itself and last a long time.
For first time application get the large bucket (~gallon Can - actually by weight but looks like a paint can).  You can use the pint size for reapplication in later years once you have a base.
- Get a high quality roller, thin Nap - or a large 'Squeege type' applicator.  I mistakenly use a cheap paint roller and ended up with fuzzys on the bottom of my boat.  a very artistic art deco touch, but not what i was looking fro
- Pay attention to prep.  the bottom needs to very clean and slightly roughed up.  I used 80 or 100 grit sandpaper.  a rotary sander makes it go faster.  I just used soap and alchohol to clean, but ive heard of others using acid baths or other prep with better results
- Pay attention to temperature.  Best to do in the summer with temparature >70 degrees.  Applies faster and more even, also cures faster.
Prep will make all the difference with Coat it.  my first time i made some mistakes and it it chipped in spots where it didnt adhere well.
good luck,