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We summarise the state of the competitive landscape and analyse the 200+ competitions that took place in 2022. Plus a deep dive analysis of 67 winning solutions to figure out the best strategies to win at competitive ML. 2022 was a big year for competitive machine learning, with a total prize pool of more than $5m across all platforms. This report reviews all the interesting things that happened i