Quarterly guidance

Product revenue
Between $1.588 billion and $1.593 billion, representing 37% to 38% year-over-year growth.
Non-GAAP operating margin
15.5%.

Annual guidance

Product revenue
$6.07 billion, representing 36% year-over-year growth.
Non-GAAP product gross margin
74%.
Non-GAAP operating margin
14.5%.
Non-GAAP adjusted free cash flow margin
23%.

Outlook

Demand environment
Demand remains strong across all geographic regions, driven by both core data platform usage and a meaningful step-up in AI revenue.
Customer expansion
Net revenue retention rate remained healthy at 126%, supported by increased migrations and AI use case adoption.
Bookings seasonality
Bookings are expected to be increasingly weighted toward the fourth quarter due to customer renewal timing.
Headcount discipline
Operating margin expansion is supported by disciplined headcount management, with 334 employees added year-to-date including 173 from the Observe acquisition.