In the famous words of Peter Walker (of Quad fame) - any adequately designed amp should sound like any other.
The only way to test is to
1) Ensure that all amps are running within their ideal design parameters
2) This means the speakers must match the amps capabilities
So if you wanted to test a range of amps, you would choose an extremely sensitive, crossoverless speaker with great micro-dynamics, and high efficiency... (Lowthers? Horns?)
This way regardless of whether testing the 10W wimp or the 1000W giant - you should still be within their optimal design envelope...
Even then all you would be demonstrating is that they do (or don't) sound identical with that specific speaker.
And to add insult to injury the 1000W monster is probably designed for difficult/inefficient loads, and it's optimal design envelope requires it to be doing some work - otherwise you may find the noise floor becomes noticeable (and then they don't sound the same anymore do they...)
Heh the only way to make this sort of comparison work is to take 2 amps of similar design envelope (similar current capability, power output, impedance of input and output, damping factor, etc...) - and then compare them.... chances are they will sound the same.
After all there is no point comparing a MAC truck with a Moped - they both have internal combustion engines - you are not going to move a container with a moped. But, they can both drive at the identical speeds of 5mph, 10mph, 20mph, and will probably match each others braking distance when unloaded at those speeds.
My own observations (like many here) have been that in the real world, with real speakers, you start by auditioning speakers you like..... - cos the transducer is the one thing with the very highest level of colouration and distortion....
Having picked the speaker then automatically sets the parameters of your amplifier selection.....
does the speaker have low impedance/require high current, what is its efficiency/how much power is needed.... etc...
Then there are the compromises.... for example (and looking at only one parameter...) my speakers efficiency is 88db/1wm
So to reproduce a full blown symphony orchestra at 2m from the speakers I need to reproduce around 115db. (110db at 1m but adding a bit for additional distance from the speakers)
Calculating back every 3db requires doubling of the power
115db - 88db = 27db
27db / 3db = 9
Double 1W nine times = 512W
So to effectively be able to reproduce Symphonic music I need a 512W RMS amp for my 8 ohm speakers...
Except that in the lower frequencies (around 100 Hz I think) the impedance drops to 3.5 ohm .... so for the woofer I need 1024W RMS (4ohm), and for midrange and tweeters 512W RMS (8ohm) will do.
So to test amplifiers for whether they sound the same I would need to be comparing 2 amplifiers rated at 512W RMS per channel @ 8ohm but capable of
doubling down into 4ohm.
Anything other (less) than that, and I would start suffering various forms of distortion - and depending on the amp design, and its interraction with the speakers, this would manifest in a different sound.
I currently run my speakers biamped, with 2x high current 140W RMS @ 8ohm per channel amps.... not even close to the "amps may be identical" required spec.
And I haven't even bothered to discuss the equivalent measures for Rock Concert volume levels (between 120-140db)
By the way - I usually watch movies at 10db to 15db down from "reference" levels - so I doubt I ever attempt the types of loudness levels discussed.
Given the volume I usually listen at the power levels drop back to circa 32W@8ohm and 64W@4ohm - well within the envelope of my amps... yet when I connect my Onkyo Receiver amp - in Stereo mode(I use the Onkyo as a pre into my power amps) - rated at 140W "continuous FTC" @ 8ohm - it sounds different - a little harsh
Given a current limit of around 9 A (the receiver is rated at 9.6, allow 0.6A for the preamp section) - My max power into 3.5 ohm is around 70W/channel - starting to get very close to the rule of thumb requirements for my speakers at my listening levels!! - and it is showing.
I then switch it into bridged mode (using some of the surround amps in the receiver) - theoretically capable of double the power !
The highs definitely sounding sweeter (well within the envelope) - still doesn't sound as good as the twin power amps when complex crescendo's strike. (is the bass sounding not quite right...?)
Although theoretically capable of 210W/channel (according to Onkyo) - the current constraints are still in place - speakers now bottom out at 1.75ohm - and the available current limits the amp to a grand total of ..... 35W.
Going back to my power amps (Quad 606) they are capable of continuous current per amp of circa 4A - no problem in the tweeter/midrange area - we can pump 140W@8ohm.
Come to the bass zone and .... 56W is all they can provide - we are back below the required threshold - back in distortion territory - back in subjective evaluations of which distortion sounds better.
So far I have found the Quad 606 pair to sound better than the Onkyo TX-SR876 - But they do not sound the same, and could not be expected to under the circumstances.
To meet the needs of my normal listening volume would require around 4.6A per channel for 73W @ 3.5ohm
And for "absolute" requirements - ie reproducing full orchestra - 18.3 A Per channel for 1170W @ 3.5ohm.
I suggest that anyone wanting to compare amplifiers to see whether they are (or are not) audibly identical, choose speakers with a sensitivity of over 100db - in my case that would have lowered the Power requirement from 1170W to 73W... I would lay bets that with a pair of speakers of that sensitivity I would have trouble discerning the difference between my amps.
Anyway the point is - within the design/engineering limitations of an amp they probably sound very very very close... but I do not have the wherewithal to test this hypothesis - based on my own experience to date I will support Peter Walkers statement "all well designed amplifiers sound the same".
And I will save my pennies to try and get an amp putting out circa 36A into 3.5ohm
I always liked the way Rolls used to advertise power rating for their motors - before the laws changed and they were obliged to provide specs - "Adequate Power" - and then there was Aston Martin -"Adequate under ALL circumstances".