I looked what hobbyking has on offer nowadays, and found this:
https://hobbyking.com/en_us/turnigy-...case-pack.html
5Ah, and a 70C (-->350A) 10 second burst rating, and only 32 bucks. For a bigger engine, just use two.
I guess I'll have to buy quickly before you guys buy 'em all.