Hello @DaveyF, I confess that I have not always purchased a component based on personal experience...
In the late 1970s, I purchased a Sony "high-end" cassette player solely based on looks, pedigreed reviews, specs, and frequency response graphs without ever hearing it... Do not remember the model (maybe TC-755?), but it belonged to the first series featuring solenoid-activated controls... It turned out to be a totally doggie-breath device, musically and mechanically, regardless of break-in.
ARC LS-2B linestage was recommended by my dealer... Never heard it until it was delivered. Was initially dry, visually underwhelming, but became musically wonderful after break-in.
Rowland M725 was a "closed-ears" purchasing decision that I reached after my previous experience with M7, M312, and M625.
Rowland M925 purchased was also close-box... Was based on all my previous experience with Rowland amps, from M7 onwards, as well as after discussions with the manufacturer. So were Rowland Aeris and Criterion.
Rowland M7 was purchased after a quest of several years auditioning in Toronto, Vancouver, and NYC. So were EAD T1000 transport and D7000 DAC, Aragon 4004, MG 3A speakers, ARC REF3, and Esoteric X-01.
Rowland M312 and M625 I fell in love with at RMAF. Vienna Mahler and Die Muzik were also acquisitions resulted from steamy RMAF love-affairs.
Except for Rowland M7, already 10 years old at purchase and for which I was its third daddy, all devices benefited significantly from break-in... Perceived stabilization ranged from 600 hrs (ARC Ref3) to about 2200 (Aeris).
Worth pointing out that some of the above sounded unpleasant out of the box, other ones merely juvenile and incomplete. The old Sony cassette player was the only one that never graduated to being a fine music maker... ARC Ref3 was the only device that I retired out of audiophrenic desperation... the 6550 tube in its power supply seemed to require upwards of 500 hours to come up to full bloom, and started to sonically sag some 400 to 600 hours after that.
G.