The latest data point for SHOP's Revenue Surprise % in Q4'25 stands at 1.89%, indicating a modest positive surprise relative to analyst expectations, while the corresponding Revenue Growth (YoY) reached 30.58%, reflecting robust year-over-year expansion in revenue for the quarter. Over the period from Q1'23 to Q4'25, Revenue Surprise % exhibited a declining trend from a high of 5.46% in Q1'23 to a low of -6.55% in Q1'25, with subsequent recovery and stabilization around 2-4% in the latter half, highlighting increasing alignment with forecasts amid market volatility. In contrast, Revenue Growth (YoY) maintained a consistently strong upward trajectory, peaking at 31.55% in Q3'25 after starting at 25.29% in Q1'23, with no significant declines and an overall average above 27%, underscoring sustained business momentum for SHOP despite fluctuating surprises.