Chessbase Mega Database 2023 High Quality 2021 -

ChessBase distinguishes between OTB classical games, rapid, blitz, and correspondence. For opening preparation, you generally want high-level OTB games. Mega 2023 filters out the noise, ensuring that your statistics (e.g., "White wins 42% of the time in this line") are based on serious, professional play.