The LNER was a "big engine" railway, by British standards. Many Gresley designs were the largest/most powerful of their wheel arrangement, e.g. K3, O2, N2, V1/V3, D49, J38/39, and of course it was well supplied with Pacifics and V2s. The Great Eastern section had to wait for the Britannias before it got the
power it needed, previous designs being restricted in size by short turntables.
The LMS never had enough class 8 passenger locos and too many heavy expresses were in the hands of Black 5s and Jubilees.
The Southern ended up with more pacifics than it needed and they could be found trundling round North Devon with one or two coaches. The Lord Nelsons
were few in number so that the trains they handled needed to be within the capacity of the smaller King Arthurs.
The GWR did things it own way. They had plenty of Castles, which were capable of fine performances but were not really heavy-haulage machines, while the axle-loading of the Kings restricted the routes they could use, hence only 30 were built.
The largest freight 2-8-0s, although classified 8F, had boilers no bigger than those used on 4-6-0s of class 5. Eventually the 9F 2-10-0 provided what was needed at the top end of the power range but, by then, steam development was over.