En masse? you mean online? I think almost noone plays mods online, as it is very rare to see games of mods, and they remain empty until the host gets bored and leaves.. Mostly I think Star Wars mods are preferred (I only saw these mods more than once online..) but for me none is at an acceptable level, although many like them, maybe you can have players for even a 2v2 at the weekends. Probably what Goa said, you will need to join a Steam group or pre-arrange the game with your friends if they are playing this game, if you want to play mods against humans.
Try Goafan77's mod, the Enhanced 4x https://forums.sinsofasolarempire.com/414639
I couldn't really find a mod that is really playable and enjoyable, but this is the closest to it, and the Best mod I think. It enhances the 6 factions in a great way and changes game mechanics slightly, in an enjoyable way.
There is the Maelstrom Mod for all versions of Sins of a Solar Empire too, I liked it, but for me still lacks many things I can't really form into words, but the best mod featuring new factions in it, but it seems somewhat finished, not like reusing almost everything from the original races and such, although the Replicators are somewhat beta versions, and another release is due soon with improvements I think:
https://forums.sinsofasolarempire.com/385873
It is not hard to find other mods, like the Star Wars ones, or the Sins Plus mod that adds new planet types and planet bonuses, just a bit of proper Google use and voilá. It is really up to you, what kind of changes you like etc.