Oooh, makes sense.
All through warmup the stepsize is being adapted, so I’d expect the refined timestep would be unnecessary if more warmup was the follow.
It’s surprising that it worked worse in this case.
There’s a few interesting posts on Stan’s timestep adaptation over here from @monnahc .