Why do the cubes from the bottom ice cube tray never come out as easy as the ones from the top?

I alternate which tray is on the bottom each time, with the bottom cubes always breaking and shattering, so it’s not a physical difference in the tray.

This was actually asked here before, 12 years ago:

No definitive answer.

Perhaps the top ones freeze quicker? Would that make a difference?

Maybe the bottom try is a bit colder. The top one therefore is just a few degrees ahead in warming up as you take it out creating a small amount of melt between the cubes and the tray while the colder lower tray is more solidly frozen?

Try waiting an extra minute or so before taking cubes out of the bottom tray and let us know if it makes a difference.

However a quick search gives this answer, which makes more sense than my WAG:

Check to see if the bottom tray’s cubes are peaked compared to flat-topped upper tray cubes.

I alternate which tray is on the bottom each time, with the top cubes always breaking and shattering, so it’s not a physical difference in the tray.

In this case I only have 2 trays (I suppose I could expand it) and they’re in the bottom left front of a top freezer.

some of the cracking is the cube not releasing from the tray and fracturing. warming the tray and dividers might help.

I don’t have an answer, but my observation agrees with that of revtim: the bottom tray is always harder to get the ice out, while the cubes in the top tray pop out nice and clean.