I used to record on analog machines all the time: Ampex, Studer/Revox and a 24-track machine called Lyrec(Danish) with 24 channels of Telecom Noise Reduction. It was a drag having to calibrate those machines (azimuth, bias,etc) every time you used them not to mention razor blade editing. At 30 ips they had no bass.
When digital recorders came out, there were some listening tests done on 5 different analog tapes machines versus the digital ones that you might want to read
here. Some of this data showed up in a workshop on at AES London which I attended last month There seemed to be no conclusive results on which one was favored - except one which wasn't liked. People could identify the analog machines by differences in their lower signal-to-noise ratios. By today's standards these tests are not particularly well done.
A Subjective Comparison of Five Analog and Digital Tape Recorders
Carefully controlled double-blind listening tests were performed on two popular analog studio tape recorders and three low priced digital tape recorders. Studio and concert hall performances were recorded in parallel on the machines. Twelve experienced listeners provided analytical ratings for each of five programs replayed in random sequence by the machines. Individual listeners exhibited preferences dependent on both the program and the machine. However, there was also evidence of a population preference.