The latest data point for ZS's Revenue Surprise % in Q2'26 stands at 2.18%, indicating a modest positive deviation from analyst expectations and continuing a streak of beats over the past several quarters. Meanwhile, the Revenue Growth (YoY) for the same period reached 25.91%, reflecting sustained expansion despite a broader deceleration trend. Over the period from Q3'23 to Q2'26, Revenue Surprise % has shown volatility with an overall positive bias, fluctuating between a low of -2.69% in Q3'23 and a high of 5.72% in Q4'23, before stabilizing around 1.7-4.5% from Q2'24 onward, suggesting improving predictability in earnings delivery. In contrast, Revenue Growth (YoY) has exhibited a clear downward trajectory from 46.02% in Q3'23 to a trough of 21.31% in Q4'25, followed by a slight rebound to 25.91% in Q2'26, highlighting robust but maturing growth amid potential market saturation or competitive pressures.