Is there a run-down of how/what stats/upgrades affect your ships?

Pretty much what the title says. I know gear tiers can affect the ship abilities you can unlock but does it affect the damage or health of a ship?

Do mods play more of a role?

Basically I'm trying to figure out how to best optimize my fleet team in a manner other than "upgrade all the things!"

Thanks all!