The headline number is acceleration — Snowflake’s product revenue grew 37% year-over-year in the quarter reported September 2, 2026, up seven points from the 30% it posted two quarters earlier, according to CNBC and TIKR. But the operational tell buried in the same earnings call is a gross-margin cut: Snowflake trimmed its non-GAAP product gross-margin guidance to 74%, explicitly because AI workloads carry lower contribution margins than the core platform they’re supposed to be supercharging.
Snowflake’s 74% gross-margin guide is the real disclosure here: growth is accelerating because of AI, but AI is diluting unit economics even as it drives the top line. That’s a structurally different story than pure SaaS expansion, and it matters for every data-infrastructure vendor now pricing AI features into consumption models — the flywheel management describes, where AI workloads pull new data onto the platform and trigger more core consumption, is a real and testable claim (management attributes roughly half the quarter’s acceleration to AI products, per TIKR), but it arrives bundled with a margin offset that Snowflake is pre-announcing rather than burying.
What the numbers actually separate
Layer in the customer-level detail and the picture sharpens: net revenue retention held at 126%, 692 net new customers were added (a 32% jump), and 65 customers now spend more than $10 million annually in trailing product revenue, according to TIKR and The Globe and Mail. CoCo, Snowflake’s AI coding agent, crossed 9,100 accounts after adding more than 2,000 in the quarter. None of that is disputed across the independent coverage. What’s less settled is durability — bookings are guided to skew toward Q4 on renewal seasonality, and the Observe acquisition alone contributed roughly one point of the full-year growth guide, meaning organic acceleration is a shade lower than the headline 37% implies once M&A is stripped out.
Watch the next two quarters for whether gross margin keeps compressing as AI mix rises, and whether the GAAP-profitability target for Q4 fiscal 2028 survives contact with rising cloud infrastructure costs that management itself flagged as the tradeoff for this growth. If margins stabilize while growth holds, the flywheel claim gets real evidence behind it; if margins keep sliding, the acceleration starts looking like AI revenue bought at a discount.
Product revenue came in at $1.49 billion with growth accelerating to 37% year-over-year, marking our second consecutive quarter of record sequential dollar growth. After exiting Q4 of last fiscal year at 30% year-over-year growth, we have now added 7 points of acceleration in just 2 quarters.
