A engine hat has heat soaked will be harder to crank. Then again everyone's description of what it happening or understanding what is happening can be different.
Orig problem cold it starts right up which means it has a good starter cranking speed to start the engine.
Hot it wont turn over, which means what the starter does nothing or a slow crank or what. Starters work or they dont.