Wow this page has blown up!
Looks like the arguments are breaking into the usual camps!

As for "HUGE" difference(fine, a little hyperbole), sound, especially music, sounded much more detailed.
Mid-level bass, on my Axiom bookshelves, had a clean "snap" to it. It was all well defined.
Now, last weekend, I put my Adcom GFA-5500 vs my friend's Audio Research amp (think it was the 100.2, I know it was a solid state, no tube). I think I paid about $90 for that amp on e-bay; my friend paid about a grand for the AR. And, this is where I lose my friends, him and I both agreed, going back and forth twice, the was almost no difference is sound. The AR did edge out slightly...but very...very..slightly. I, and my friend, were both shocked. The difference was almost none.
So I agree, well designed amps probably all do sound the same. I would argue almost no sub $1800 receiver has a good amp. I found the Yammie 663 to be a total POS in both audio and especially video (WHY WHY WHY did they mess with the video signal?!). I had been happy with Yamaha in the past.. but now that I have cracked into the world of separates..I am not going back!