Oh for sure, it's likely that the casualty ratio favors Russia because of systemic advantages Russia enjoyed. But even if we accept a roughly 1:1 ratio, this is an utter disaster for Ukraine. Him exposing how they cook the numbers was really interesting though. They basically did a big data dump, and just banked that nobody would go through it thoroughly the way these guys did to uncover all the data quality issues.