The latest data point for Q4'25 shows strong profitability metrics for SPOT, with ROE at 14.1%, ROA at 7.8%, and ROIC at 7.1%, indicating robust returns on equity and assets driven by operational efficiency. From Q1'23 to Q4'25, all metrics exhibited volatility early on, starting with negative values in Q1'23 and Q2'23 (e.g., ROA at -2.9% and -4.1%), before turning positive in Q3'23 and steadily improving through 2024 to peak in Q3'25 (ROE at 11.6%, ROA at 6.1%, ROIC at 9.2%), though Q2'25 saw a brief dip (ROA at -0.6%). Overall, the trends reflect a recovery and upward trajectory, with ROE leading in magnitude, suggesting effective leverage and capital utilization amid periodic fluctuations.