Comment by anematode

I did a little unscientific test here on an Apple M4 Pro with n threads spamming atomic operations with pseudorandom values on one memory location (the worst case). Used inline asm to make sure there was no funny business going on.

  atomic adds
  n = 1 ->  333e6 adds/second
  n = 2 ->  174e6
  n = 4 ->   95e6
  n = 8 ->   63e6

  atomic maxs
  n = 1 ->  161e6 maxs/second
  n = 2 ->   59e6
  n = 4 ->   39e6
  n = 8 ->   27e6

  atomic maxs with preceding check
  n = 1 ->  929e6 maxs/second
  n = 2 -> 1541e6
  n = 4 -> 3494e6
  n = 8 -> 5985e6

So evidently the M4 doesn't do this optimization. Of course if your distribution is different you'd get different results, and this level of contention is unrealistic, but I don't see why you'd EVER not do a check before running atomic max. I also find it interesting that atomic max is significantly slower than atomic add