For those here who don't know or aren't sure (or need a reminder)... AIFS is deterministic AI model that uses the operational ECMWF as initial conditions. It is not an ensemble model, nor an ensemble member, which is pretty amazing since ensembles tend to perform better at long leads. AIFS might be picking out good "analogs" and extrapolating what happens after each analog as a composite, and doing an excellent job at that.