Beta 3 is going to be released later today but even the overview of weapons from Beta 2 can help many of the space commanders to orientate between all the types of weapons. And I am sure that there can be only differences in damage, delay, ammo etc. but not in the functionality.
Therefore watch this overview which will help you in choosing the right set-up for your ship.
