Snowflake just posted $1.49 billion of product revenue, up 37% year over year — and it did so after guiding the Street to roughly 30% growth. Total revenue reached $1.55 billion (+35%), net revenue retention held at 126%, and management raised full-year product-revenue guidance to $6.07 billion, or 36% growth. The quarter answers the durability question that hung over Q1's $1.33 billion print. The open question is whether accelerating consumption can finally close the gap to GAAP profitability.
The Headline Numbers
Snowflake's Q2 FY2027 release covers the three months ended July 31, 2026. Product revenue of $1,491.9 million beat the company's own Q2 guide of $1,415–$1,420 million by a wide margin. That guide had implied about 30% year-over-year growth off the prior-year quarter's $1,090.5 million of product revenue. Actual growth landed at 37%.
| GAAP metric | FY2027 Q2 | FY2026 Q2 | YoY change |
|---|---|---|---|
| Total revenue | $1,546.8M | $1,145.0M | +35% |
| Product revenue | $1,491.9M | $1,090.5M | +37% |
| Professional services and other | $54.9M | $54.5M | +1% |
| Cost of revenue | $510.1M | $371.8M | +37% |
| Gross profit | $1,036.7M | $773.2M | +34% |
| Sales and marketing | $611.6M | $502.0M | +22% |
| Research and development | $567.5M | $492.0M | +15% |
| General and administrative | $120.6M | $119.5M | +1% |
| Operating loss | ($263.0M) | ($340.3M) | −23% |
| Net loss | ($191.7M) | ($297.9M) | −36% |
| Diluted EPS | ($0.55) | ($0.89) | — |
The income statement shows operating leverage arriving from the expense side even while Snowflake remains GAAP-unprofitable. Revenue grew 35%; sales and marketing grew 22%; research and development grew 15%; general and administrative was essentially flat. Operating loss narrowed by $77 million year over year. Net loss narrowed by $106 million, helped by $42.0 million of interest income and $34.8 million of other income.
On a non-GAAP basis — which strips stock-based compensation, acquired-intangibles amortization, and related items — Snowflake reported $237.0 million of operating income and a 15.3% operating margin, up from 11% a year earlier. Free cash flow was $83.8 million; adjusted free cash flow was $92.3 million. The cash engine works. The GAAP P&L still does not.
CFO Brian Robins called Q2 the third consecutive quarter of product-revenue growth acceleration and raised the full-year product-revenue outlook to $6,070 million (36% growth) from the prior $5,840 million (31%). That is a $230 million raise in absolute dollars and a five-point raise in the growth rate. Guidance is not history, but the raise after a large beat is the clearest signal management has sent all year.
Revenue Deep Dive: Consumption Over Services
Snowflake recognizes product revenue from platform consumption — compute, storage, and data transfer — not from ratable subscription schedules. That makes product revenue the binding operating metric. Professional services remain a small, low-growth residual.
| Revenue line | FY2027 Q2 | Share of revenue | FY2026 Q2 | YoY |
|---|---|---|---|---|
| Product revenue | $1,491.9M | 96% | $1,090.5M | +37% |
| Professional services and other | $54.9M | 4% | $54.5M | +1% |
| Total revenue | $1,546.8M | 100% | $1,145.0M | +35% |
Product revenue: The $401 million year-over-year increase is the largest absolute product-revenue step-up Snowflake has reported in any second quarter in this ledger's history. Management attributed the acceleration to both the core data platform and a "meaningful step-up in AI revenue." AI features (CoCo above 9,100 accounts; CoWork at 5,800 accounts on the company's weekly capacity/on-demand count) are still early relative to the installed base, but they are no longer a footnote. The thesis the mix supports is simple: AI workloads raise consumption on the same platform that already hosts the customer's governed data, so incremental AI demand compounds rather than cannibalizes the core.
Professional services: At $55 million and roughly flat year over year, services are not the growth story and are not meant to be. Gross loss on professional services remains structurally negative on a GAAP basis because delivery is labor-heavy and stock-based compensation-heavy. Investors should treat services as a customer-success cost of land-and-expand, not as a margin pool.
Forward demand indicators: Remaining performance obligations reached $9.00 billion, up 30% year over year. Customers with trailing-twelve-month product revenue above $1 million rose to 828 (+27%). Forbes Global 2000 customers stood at 829. Net new customers added in the quarter were 692, up 32% year over year. RPO is not revenue — Snowflake's own disclosures warn that consumption timing and rollovers can decouple contracted amounts from recognized product revenue — but a 30% RPO increase alongside 37% product-revenue growth is consistent with a demand environment that is expanding, not merely pulling forward.
The segment thesis for the quarter: consumption is accelerating again after the mid-cycle optimization hangover of FY2025–FY2026, and AI is contributing to that acceleration rather than substituting for it.
The Margin Story
Snowflake's GAAP margins remain deeply negative at the operating line, but the trajectory matters more than the level.
| Period | Gross margin | Operating margin | Net margin |
|---|---|---|---|
| FY2023 | 65.3% | −40.8% | −38.6% |
| FY2024 | 68.0% | −39.0% | −29.9% |
| FY2025 | 66.5% | −40.1% | −35.6% |
| FY2026 | 67.2% | −30.6% | −28.4% |
| FY2027 Q1 | 66.6% | −23.4% | −21.2% |
| FY2027 Q2 | 67.0% | −17.0% | −12.4% |
Gross margin has been stable in a narrow band around 66–68% for four years. The cloud-infrastructure cost of goods sold moves with consumption; Snowflake has not broken out of that band, and investors should not expect a sudden leap. The operating-margin story is different. Operating margin improved roughly 1,360 basis points year over year in Q2, from −30% to −17%. Sales and marketing fell to 40% of revenue from 44%; research and development fell to 37% from 43%; general and administrative fell to 8% from 10%. That is classic scale: the absolute dollar spend still rises, but it rises slower than revenue.
Non-GAAP operating margin of 15.3% (and a raised full-year non-GAAP operating-margin guide of 14.5%) shows what the P&L looks like once stock-based compensation and acquisition-related items are removed. The gap between −17% GAAP and +15% non-GAAP is almost entirely SBC. Until that gap compresses as a percentage of revenue, Snowflake will keep posting GAAP losses even as the economic engine throws off cash.
Product gross margin on a GAAP basis was 70.9%; non-GAAP product gross margin was 74.7%. Both are slightly below the year-ago quarter (72% / 76%), so the acceleration is not coming from a sudden cost windfall in the cloud bill. It is coming from volume and mix.
The One Big Question: Is Acceleration Durable?
Coming into the print, the debate was framed by Q1. Product revenue of $1.33 billion (+34%) and a Q2 guide of $1.415–$1.420 billion (+30%) looked like a business that had re-accelerated once and might decelerate again. Q2's $1.49 billion print and the raised full-year guide to 36% growth force a different framing: three straight quarters of acceleration, with AI cited as a contributor, and management willing to put a higher number in writing for the year.
Three facts define the durability test from here.
First, guidance risk is now asymmetric the other way. Snowflake guided Q3 product revenue to $1,588–$1,593 million, or 37–38% growth. That is not a conservative reset after a beat; it assumes the acceleration continues. Missing that guide after raising the year would re-open the optimization narrative overnight.
Second, deferred revenue is falling from the January seasonal peak, which is normal for Snowflake's January fiscal year-end billing cycle but still worth watching in an acceleration story. Current deferred revenue was $2.57 billion at July 31, down from $3.35 billion at January 31 and $2.85 billion at April 30. Product revenue can grow while deferred revenue declines when customers consume faster than they prepay. That pattern is consistent with a consumption ramp. It is inconsistent with a story that depends on ever-larger prepaid contract stacks to manufacture growth.
Third, the balance sheet is rotating, not shrinking. Cash and short-term investments fell to $2.34 billion from $4.03 billion at fiscal year-end, while long-term investments rose to $1.98 billion from $0.76 billion. Total investments plus cash remain substantial. Convertible senior notes of $2.28 billion sit on the liability side. Stockholders' equity was $2.15 billion. The company is not capital-constrained; it is choosing duration and funding buybacks, taxes on equity awards, and tuck-in M&A (goodwill rose to $1.64 billion from $1.19 billion at year-end).
The durability question therefore reduces to consumption: can AI features and core platform usage keep product revenue growing in the mid-to-high 30s without requiring a return to the extreme sales-and-marketing intensity of earlier years? Q2 says yes for one more quarter. Q3's guide says management believes the answer is still yes.
Tracking a $1.5B-Revenue Quarter in Plain Text
Modeling Snowflake in Beancount forces every dollar of the consumption story to reconcile. Income postings are credits (negative); expense postings are debits (positive). The net loss offsets into equity so the transaction sums to zero — the same discipline a trial balance imposes on a private ledger.
; FY2027 Q2 Income Statement — quarter ended July 31, 2026
; Check: −1546.8 + 510.1 + 567.5 + 732.2 + 3.4 − 74.7 − 191.7 = 0 ✓
2026-07-31 * "Snowflake Inc." "FY2027 Q2 Income Statement"
Income:Revenue -1546.8 MUSD
Expenses:CostOfRevenue 510.1 MUSD
Expenses:ResearchAndDevelopment 567.5 MUSD
Expenses:SellingGeneralAdministrative 732.2 MUSD
Expenses:IncomeTax 3.4 MUSD
Income:OtherNet -74.7 MUSD
Equity:Adjustments -191.7 MUSD ; net loss offsetThe balance-sheet number that carries the narrative is deferred revenue. Current deferred revenue of $2,568.5 million remains the largest liability on the statement even after the seasonal rundown from January. It is the prepayment overhang that consumption burns down into product revenue. Watching that account alongside product revenue is how you tell a healthy consumption ramp from a bookings mirage.
The full multi-year ledger — annual statements from FY2023 through FY2026, then FY2027 Q1 and Q2 — is embedded below.
The Multi-Year Arc
| Period | Revenue | Product revenue | Gross margin | Operating margin | Net income/(loss) | Customers >$1M TTM |
|---|---|---|---|---|---|---|
| FY2023 | $2.07B | $1.94B | 65% | −41% | ($0.80B) | — |
| FY2024 | $2.81B | $2.67B | 68% | −39% | ($0.84B) | — |
| FY2025 | $3.63B | $3.46B | 67% | −40% | ($1.29B) | — |
| FY2026 | $4.68B | $4.47B | 67% | −31% | ($1.33B) | — |
| FY2027 Q1 | $1.39B | $1.33B | 67% | −23% | ($0.30B) | — |
| FY2027 Q2 | $1.55B | $1.49B | 67% | −17% | ($0.19B) | 828 |
The compounding story is revenue scale with stubborn GAAP losses. Revenue has more than doubled from FY2023 to FY2026, yet cumulative GAAP net losses over those four years exceed $4 billion. What changed in FY2026–FY2027 is the slope of the operating-margin line: from a multi-year band around −40% toward −17% in the latest quarter. If that slope continues, Snowflake becomes a different equity story — still SBC-heavy, but no longer a perpetual GAAP-loss compounder. If it stalls, the company remains a high-growth cash generator that never prints a GAAP profit.
The Verdict: Bull vs. Bear
Bull Case
- Product revenue re-accelerated to 37% with a raised full-year guide to 36%, validating that the mid-cycle optimization hangover is behind the company.
- Non-GAAP operating margin of 15.3% and a raised full-year non-GAAP margin guide of 14.5% show operating leverage is real once SBC is set aside.
- RPO of $9.0 billion (+30%) and 828 customers above $1 million TTM (+27%) support a broadening enterprise base, not just a handful of mega-deals.
- AI features are contributing incremental consumption on the existing platform rather than requiring a separate go-to-market motion.
- Net loss narrowed 36% year over year even before any claim of GAAP profitability.
Bear Case
- Snowflake remains deeply GAAP-unprofitable; the −17% operating margin still embeds hundreds of millions of quarterly stock-based compensation.
- Gross margin is stuck near 67%; there is no evidence of a structural COGS breakthrough against public-cloud infrastructure costs.
- Deferred revenue is declining from the January peak, so near-term growth depends entirely on consumption rather than prepaid contract expansion.
- Q3 product-revenue guidance of 37–38% leaves little room for a seasonal soft patch or AI-credit digestion.
- Convertible notes of $2.28 billion and ongoing buybacks/tax withholdings keep the capital structure and share count in motion.
Our Take
Q2 is a high-quality beat-and-raise on the metric that matters — product revenue — with operating expenses finally scaling slower than consumption. The ledger says the same thing the press release does: acceleration is back, and the loss is shrinking. What the ledger will not say until later quarters is whether 35%+ growth and mid-teens non-GAAP margins can coexist with a path to GAAP breakeven. Until that path is visible in the equity and income-statement pads, Snowflake is best valued as a compounding consumption franchise, not as a finished software compounder.
