Standout individual contributions and balanced team performance in soccer: No clear association with long-term success
James Ball, Minh Huynh, Matthew C. Varley
While standout individual performances may influence single-match outcomes, it remains unclear whether season success is associated with a team's distribution of standout versus balanced performances. The aims of this study were to quantify the relationship between standout performance ratio and points per match, characterise within-season dynamics, and investigate repeat standout contributions. Match and player data from five European leagues across three seasons (2022/23-2024/25) yielded 5984 usable matches. Matches were classified as standout when at least one player's rating was ≥2 SD above the team's within-match mean, or balanced when no such standout occurred. A season-level individual standout performance ratio was analysed using a Bayesian multilevel regression, adjusting for league, season, and team. The standout performance ratio showed no consistent association with points per match (estimate −0.17; 95% CrI −1.35 to 0.98; probability the effect is positive = 0.39), and fixed effects explained negligible variance (