O(n) sounds impressive, although I heard such claims on RQ too...
RQ complexity is O(n^3), but on the internal matrix, not on the input. It all depends on the blocksize you choose.
The numbers are impressive, too. Encoding 40Mbytes in 0usec? Will have to check the theory behind that.