Thanks, I eventually stumbled on it.
Based on Anvil, I can now see that my speed decreases with queue depth instead of increasing.
My NCQ is apparently on. I think this shows up in the AS SSD test under the 4K 64 test.
There is a decent sized thread on the Crucial forum on this with no resolution.