The latest data point for SPOT's EPS Surprise % in Q4'25 stands at 0.62%, indicating a modest positive surprise relative to analyst expectations, while the accompanying EPS Growth (YoY) reached 2.15%, reflecting continued year-over-year improvement in earnings performance. This follows a volatile Q3'25 where EPS Surprise rebounded to 0.67% after earlier declines. Over the period from Q1'23 to Q4'25, EPS Surprise % exhibited significant volatility, starting with a 22.8% positive surprise in Q1'23, peaking at 111.3% in Q2'23, then plunging to -250% in Q3'23 before recovering to 387.5% in Q4'23; subsequent quarters showed fluctuations with negatives in Q3'24 (-14.4%) and Q1'25 (-52.3%), but stabilizing positively by Q4'25. In contrast, EPS Growth (YoY) trended upward overall, improving from negative territory in Q1'23 (-270.6%) to highs of 617.1% in Q4'24, with minor dips in Q1'25 (11.1%) and Q2'25 (-130.7%), underscoring resilient earnings momentum despite surprise inconsistencies. This dual-line chart highlights SPOT's earnings trajectory as increasingly robust in growth terms, though surprise percentages remain prone to sharp swings, potentially signaling execution variability that analysts should monitor.