GGPredict

GGPredict is an analytical platform for Counter-Strike players that processes game data to provide performance metrics. After each match, the system ingests game information to generate detailed statistics and track skills in real time through its web interface. It addresses the difficulty of self-assessing in-game performance by using its analytics to pinpoint strengths, identify misplays, and suggest areas for improvement. Core functionalities include a demo viewer for match replay analysis and personalized training maps hosted on dedicated servers. Access to the full suite of analytical tools and advanced training modules requires a paid subscription plan. The platform is built for a wide spectrum of Counter-Strike competitors, from hobby players at lower ranks to professional esports athletes and their coaches. A typical use case involves a player reviewing post-match statistics to understand their performance on specific map positions or common mistakes. Following this analysis, they can enter a personalized training map to practice a recommended skill, often in less than 30 minutes. This daily workflow allows players to structure their practice sessions, measure progress via dynamic leaderboards, and systematically address weaknesses identified by the platform's data processing.