This study explores the dynamics of team rebuilding strategies in the NBA using a Markov chain simulation. We categorize NBA teams into four statuses—"Contender," "Underdog," "Middle," and "Tanking"—and analyze their win ratios from 2004 to present. We compare these findings with European soccer, illustrating how the NBA's closed league system and draft structure promote competitive balance and long-term planning, allowing even the weakest teams to aspire for championship contention. This study highlights the critical role of strategic planning in successfully navigating the league's cyclical landscape.  

The 2023-2024 Betclic Elite season concluded with Monaco claiming the championship title, defeating Paris in the playoffs. This study investigates the standout players, referred to as "Go-to Guys," from each team, analyzing their offensive contributions and overall effectiveness. Utilizing a comprehensive methodology, we categorize players based on possession and scoring metrics. Key findings highlight the performance of players such as T.J. Shorts and Mike James, who excelled in high-pressure situations while others struggled. Furthermore, we explore the theoretical shot difficulty and actual scoring efficiency, revealing insights into player versatility and defensive strategies. 

Luka Doncic is arguably one of the greatest potentials ever seen in European basketball. At only 18 years old, he had already won all major titles on the old continent, including the Euroleague, the Spanish campionship, and the European Championship with his national team. However some aspects of his game raise questions about his ability to win an NBA championship. These include his on-court behavior and his defense, which often remains passive. In this analysis, we will focus on his importance within his team and ask wheter carrying the ball so much can lead to a title.

The San Antonio Spurs are having an impressive start to the 2024-2025 season, sitting in 10th place with a balanced record of 16 wins and 16 losses. However, despite this promising start, the Spurs have suffered three losses in their last five games. It is common for a young team – with an average age of 24 – to face difficulties in these crucial moments. However, Wembanyama's contribution in the final quarters raises a question: is he less effective in these key moments?"