Startup Timer adds a simple display of the elapsed time while the game is starting, as well as displaying the total load time on the main menu. (It also ensures that the game does not enter fullscreen until the main menu is being displayed.)
This is a backport of Startup QoL to 1.12. Updates to future Minecraft versions will also be considered.