For most of esports’ history, competitive intelligence has been a manual process. Analysts combed through VODs, coaches built spreadsheets, and even top-tier organizations made strategic decisions with incomplete information. The infrastructure for serious data analysis (the kind that professional sports leagues have invested in for decades) simply did not exist at scale for esports. Winio is among the first platforms to address that gap directly, applying a rigorous machine learning pipeline to Dota 2 and CS2 match data and making the results accessible to professionals and fans alike.
Continue reading Inside Winio: How Machine Learning Is Redefining Esports Analysis
