Its mostly the default settings of Gitlab being complete overkill for self-hosters. You can cut the requirements down to 25% of the default if you don’t use the installer or the default docker compose.

However Gitlab is written in Ruby, while Gitea is written in Golang, so there is definitely some advantage there for Gitea.