Would it not be logical to assume that, for the sake of discussion, on a different day with a different source with different ICs with different speakers, the results would be different?
In one case the seating position made a difference.

For the first round of the amp shoot out, I was sitting front and center. That's the back of my mug in the center seat.

I found most of the amps to be such that if played just a little bit on the loud side, they can be fatiguing. They have a hot sharpness that just doesn't strike well with me. I found this when playing some of these amps in my own system and got a little taste of it in the shoot out too.
In the first round the Cary went up against the Dodd. These were both very good amps.
I really liked the Cary amp at lower levels. The vocal range was really good and even gave me some goose bumps. However I found the peaks to be a little hot. A dynamic peak made me want it turned down and we weren't listening real loud to begin with. I could like it best with some music, low levels, and non-dynamic music. Then I liked it least with other types of music.
I liked the Dodd also. It was really good across the board, and was less aggressive. I had no issues with the top end. It was smoother and did not draw attention to itself. I think these notes were mine. "the overall sound is clean; great clarity; musical and emotional"
I was the only one that preferred the Dodd over the Cary in the first round. My reasons were: Slightly smoother vocals and good resolution without harshness.
Now for the second round and all other rounds, I switched places with Chris Henderson. I was then sitting in the second row and to the right.
In the final round the Dodd and the Cary met again.
This time I was further away and the volume was lower in level due to the greater distance. Peaks that were a bit overbearing from the front row were less of an issue now and I was more drawn to the detail and dynamics.
Chris Henderson had preferred the Cary in the first round, but now sitting front and center (in my old seat), this time, he preferred the Dodd Audio amp.
I can easily see how in a different room or with different speakers the choices can easily vary. We were in a very well treated room, using an $11,000 or $13,000 tube pre-amp. The speakers are very smooth with no top end brightness. So the room and gear favored the amps that were more to the bright, analytical, sharp, or crisp side flavor.