Slow steps at steady state

[inducer]

I suspect this is actually many issues, so we'll likely have to split this up. @MTCam reports a symptom that even the ninth time step can take ~25s:

That shouldn't be happening. It would be useful to have sufficiently fine-grained timing to identify where that time is being spent.