In the history of the English Premier League, matches between Chelsea and Aston Villa have always been filled with suspense and intense competition. Recent encounters have seen alternating wins and losses, with particularly fierce tactical battles. In the last five meetings, Chelsea has held an advantage with a higher win rate, although Aston Villa has posed challenges in specific key matches, often relying on solid defence and quick counter-attacks. Recent data suggests that Chelsea exhibits strong dominance and offensive efficiency when playing at home, particularly against Aston Villa, frequently achieving victories without conceding goals. Conversely, Aston Villa has found it more challenging playing Chelsea away, often revealing defensive vulnerabilities during transitions and struggling against high pressing. Data indicates that Chelsea has often won at home, with a 2-1 advantage in several matches, maintaining a steady defensive performance in most games. Aston Villa's overall domestic strategy centres on possession-based football, which can lead to passivity when facing high-pressing teams, especially concerning the control of key positions. Regarding corner data, both teams have displayed distinct characteristics in past matches. Chelsea often creates threats through crosses from the flanks, while Aston Villa attempts counter-attacks, exploiting defensive weaknesses. However, in their most recent encounter, Chelsea effectively contained Aston Villa's key players' threats through a solid defensive formation and composed midfield connections. It is noteworthy that Chelsea has significantly improved its average possession rate and passing accuracy at home in recent years, making their positional play more dangerous. Chelsea has also shown increasing maturity in high-intensity physical confrontations and tactical execution. Meanwhile, Aston Villa's defensive resilience away from home remains a factor to watch. The historical clashes between the two teams reflect their continuous efforts to improve their tactical approaches, indicating that future matches will continue to be filled with strategic battles and uncertainties.