The devil I suspect is in the detail. Medals like the VC attract an annuity. According to the ever reliable wikipedia, for UK holders its currently £1495 a year.
In the past some awards have also carried either a pension or a gratuity. Its only the extra bit from the medal thats tax free, not the rest of the pension.
OOps, PN and I crossed. He's much more eloquent!