The numbers of LARGE ships - capital ships an titans - is limited the same for all the factions.
To have more credits than crystals or metal is pretty normal - does not make you crap with resource gain. And TEC have naturally upside when it comes to trade and credit income, so its given.
There is black market window in top right corner, where you can buy/sell metal and crystal for money, in case you did not know. If you happen to have money to burn, but no crystal, just exchange them. I do this all the time,
Anyway, based on your description its not easy to recommend you a faction, all of them can have big fleets, all these big fleets can go down to lot of bombers very quickly.
I guess you shall go with your aesthetic preference and with what appeals to you the most, when it comes to basic racial characteristics. Do you like turtling or rather prefer playing aggresive? Does taking over enemy ships and planets via mindcontrolling excites you? Do you like ID4 aliens? How about the possibilty of having jumping Starbase, which can move to other planets?