Appreciate the hints, measurements, and comparisons from more experienced folks.
Thanks @tautech for hint on zooming into Smith chart (have never done it yet, but makes sense, and should be easy to figure out).
@joeqsmith: Haha, I did "presume". I had seen ANNE specs, but did not take into account or recall numbers during my measurements (complete gamble and bad move on my part, so thanks for pointing it out). Looking at ANNE specs again I see min RL is only -26 dB (DC-4GHz) but that is, of course, for 4 GHz. Typical is -30.84 dB (4 GHz), and closer to my upper bound -33.81 dB (3.05 GHz). Higher use I probably have is 2.4 GHz wifi so around -35 dB typical. Your two ANNE traces and hendorog's M and F ANNE traces are roughly in line with typical specs. I see now that I got a not so bad ANNE, could be better, but could also be a lot worse. In the land of the blind (i.e., my basement), my one-eyed ANNE is king.
After yesterday measurements, I had asked ChatGPT what RL to expect for a good 50Ω load 0-3.2GHz and the answer was high-quality load (metrology-grade, precision loads) better than -45 dB up to 3 GHz. Standard lab-grade (high-quality but not metrology grade) better than -35 dB to -40 dB across 3.2 GHz. General purpose 50 Ω terminations (not for precision calibration) -30 dB or worst at higher frequencies. Based on this I keep my modest aim on getting loads -35 dB or better, if I can help it.
For my calibration/measurements, I had increased the trace point to 2000 for 0-3.2GHz. Surprised hendorog uses the default 201 points for 0-7.5GHz. On the other screen covering ANNE-50+ and ANNEF-50+, S11 and S22 respectively, to 8.5 GHz I cannot see the number of points. Should not make a hughe difference but couldn't that miss some peaks or valleys, if present?
Hendorog's female ANNE dropping roughly from -40 dB to -75 dB after removal and reinsertion is crazy, no? When I measured the Smith charts I first looked at the RL (after power cycle, calibration recall, had even removed N-to-SMA and put back to restore same cal plane, etc) and the RL for all loads looked indistinguishable from the original uploaded measurements (to my uncalibrated eye).
Hendorog's cal load on SSA3075XR with 100 averages is showing roughly below -60 dB (around -70 dB even), and without averages roughly at -40 dB (similar to my measurement). Question. Shouldn't we care about the worst case RL and engage max hold instead of any averaging? (I think I'm gong to try that, unless I hear it makes no sense).
In my original measurements for RL, I had 10 averages on, but at around 1-2 sec sweep time (cannot recall) I probably did not even wait all 10 runs before taking screenshots. For Smith I do not think I turned on averaging at all. On hendorog's measurement to 7.5GHz of the calibration load I see the same (lots of) jagged edges (be it noise or uncertainty??), same as the measurement of my ANNE cal load (immediately after calibration without removing it). Curious to know why measuring whatever cal load is used results in a more jagged trace than measuring loads other than the reference cal load, independent of overall badness of RL of each load. (Will try to cal with my Long1 and then measure my ANNE, expect the jaggedness to go away, even if I don't know why).
@joeqsmith I like your "the VNA was the limiting factor, not the cheap standards I use with them" comment and since I have a NanoVNA-F3 will try and experiment to see what I find now that I know a bit more about he quality of my loads (how good or bad the NanoVNA is compared with the Siglent, using same loads).
Just learning all this and, overall, I am very pleased nobody mentioned DCR in their responses, a topic that was very popular on older posts in this thread ;-)