VEEV·Veeva Systems Inc.

Realized volatility (21d)

27.8% 28th pct

Below its peak

-13.2%

vs 200-day average

+46.0%

Up days (1y)

51%

Veeva Systems Inc. is currently running 27.8% annualised volatility over the last 21 sessions. Measured against VEEV's own 13 years of daily returns rather than a market-wide average, that is the 28th percentile — on the quiet side for this stock, against a typical reading of 34.5%. The distinction matters because a number that looks calm for one stock is turbulent for another, and the absolute figure on its own tells you neither.

VEEV is trading -13.2% below its running peak. Across 12 full years on file, its median worst-drawdown-in-a-year was -26.7%, and the deepest was -53.7% in 2014. The current pullback is therefore shallower than what this stock gives back in a typical year, which is context worth having before treating it as a dislocation.

Price sits +46.0% from its 200-day moving average. Against every other day in its history, that gap ranks at the 98th percentile — a wider gap than this stock usually carries. Over the past year VEEV closed higher on 51% of sessions, and it is currently 2 sessions into a rising streak.

On October specifically: over 13 years of records, VEEV finished the month higher 7 of 13 times, with a median return of +0.6% and an average of +0.5%. Its strongest month historically has been August at +7.3% on average, its weakest December at -6.4%. Seasonality is a weak signal on its own — a decade is a small sample and regimes change — but it is a real distribution rather than a rule of thumb.

Overnight risk is measurable too: VEEV has opened more than 2% away from the prior close in 171 of 3,264 sessions (5.2% of the time), with the largest gaps running +8.0% and -7.5%. For anyone holding through an event, that rate is a better guide to overnight exposure than the intraday range.

All figures computed from 3,265 daily closes between 2013-10-16 and 2026-10-09, split-adjusted, recomputed daily. Percentiles are against VEEV's own 13-year history, not a peer group or index.