As of Q4'26 (2026-01-31), VEEV reported a revenue surprise of 3.08% and a year-over-year revenue growth of 15.96%. This marks a continued positive deviation from analyst expectations and sustained double-digit growth into the latest quarter. From Q1'24 to Q4'26, the revenue surprise percentage has generally trended upward, with notable peaks in Q1'26 (4.21%) and Q4'25 (3.10%), indicating increasing outperformance relative to consensus estimates. Year-over-year revenue growth accelerated sharply in Q1'25 (23.56%) before stabilizing in the 13–17% range through Q4'26. The data reflects a period of robust growth and consistent positive surprises, suggesting strong operational execution and potential market outperformance over the observed period.