Thor: * pulls hammer/axe thing out* "THAT'S what I forgot"
"Thanks for reminding me!"
Thanos: "crap."

It's like they have a tiny bullet factory instead of a cartridge in their guns.

Just saying,
If you ignore the part at the Death Star In episode 4 (where they intentionally missed) (google it) stormtroopers actually had a pretty good accuracy score