Comment by diegoveralli

Maybe what they mean is that, despite an asymptotic advantage, the new algorithm performs worse for many use cases than the older ones. This might be due to the many heuristics that solvers apply to make problems tractable as others have mentioned, as well as good old software engineering optimization.

So the work that's required is for someone to take this algorithm and implement it in a way that levels the playing field with the older ones.