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olivLaw · US equity research

Snowflake Inc. SNOW

Services-Prepackaged Software · SIC 7372 · Vertical: Services-Prepackaged Software (SIC 7372)

290.60USD−1.50% · 1 dayClose 04 Nov 2026

Snowflake Inc. (SNOW) offers a data and artificial intelligence platform delivered as a cloud service, with revenue of 4.7 billion USD in fiscal 2026, growing 29%. In the second quarter of fiscal 2027, total revenue was 1.55 billion USD, up 35%. The company remains loss-making on a net basis, so the trend in margins is a point to watch.

At the close of 04 Nov 2026, Snowflake Inc. (SNOW) stock was 290.60 USD (−1.50% on the day), with market capitalisation 102.5 bn USD, beta 1.48, 52-week range 121.11–368.89 USD. Latest reported quarter (Q2 2027): revenue of 1.5 bn USD (+35.1% YoY), net income of -191.7 m USD, diluted EPS -0.55 USD.

Data as of · AI analysis dated · Source: SEC filings and closing prices, computed by olivLaw.

Market cap
102.5 bn USD
shares as of 21 Aug 2026
P/E (TTM)
unavailable
Diluted EPS TTM -3.18 · TTM to 31 Jul 2026
E/P (TTM)
-1.10%
TTM to 31 Jul 2026
Dividend yield
unavailable
Beta (2y)
1.48
Volatility (1y) 64%
52-week range
121.11368.89

Price history

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Technical reading

RSI (14)
35.9
weak (30–45)
Bollinger (20, 2)
283.00 – 369.94
in the lower half of the band · %B 0.09 · band width 26.6%
SMA 50 / 200
330.10 / 240.40
mixed trend
MACD (12, 26, 9)
-8.74 / -4.10
MACD below signal

Indicators describe past prices; on their own they do not predict direction. On our history the RSI ≤ 40 filter added no return (see the signals methodology).

Performance

CompanyS&P 500vs S&P 500Vertical median
1 month−14.3%−1.1%−13.2 pp—
3 months−8.3%−0.5%−7.8 pp—
6 months+108.0%+4.4%+103.6 pp—
Year to date+32.5%+12.3%+20.2 pp—
1 year+9.5%+13.5%−4.1 pp−1.2%
3 years+93.7%+76.4%+17.3 pp+24.0%
5 years−20.3%+63.7%−84.0 pp—
Max drawdown (1y)
−55.4%
11 Nov 2025 → 10 Apr 2026
Max drawdown (5y)
−73.0%
16 Nov 2021 → 06 Sept 2024
Compound annual growth (5y)
−4.4%
S&P 500 +10.4%

Price returns, dividends excluded.

Quarterly results

Latest quarter: Q2 2027 · 31 Jul 2026

Revenue
1.5 bn USD
+35.1% YoY
Net income
-191.7 m USD
unavailable YoY
Diluted EPS
-0.55
unavailable YoY
net / operating
-12.4% / -17.0%

Quarterly margins

Quarterly statements · USD

Fiscal yearQ3 '25Q4 '25Q1 '26Q2 '26Q3 '26Q4 '26Q1 '27Q2 '27
Revenue942.1 m986.8 m1.0 bn1.1 bn1.2 bn1.3 bn1.4 bn1.5 bn
Cost of revenue320.9 m333.2 m348.8 m371.8 m390.9 m426.3 m464.5 m510.1 m
Gross profit621.2 m653.6 m693.3 m773.2 m822.0 m857.7 m926.5 m1.0 bn
Research & development442.4 m492.5 m472.4 m492.0 m494.0 m511.0 m534.9 m567.5 m
Operating income-365.5 m-386.7 m-447.3 m-340.3 m-329.5 m-318.2 m-326.2 m-263.0 m
Depreciation & amortisation47.0 m ≈50.1 m48.8 m54.8 m ≈57.9 m ≈58.9 m67.6 m68.6 m ≈
Interest expense689.0 k2.1 m2.1 m2.1 m2.1 m2.1 m2.1 m2.1 m
Pre-tax income-326.0 m-330.1 m-424.2 m-297.9 m-287.9 m-301.9 m-296.7 m-188.3 m
Income tax1.9 m-4.3 m5.7 m62.0 k3.7 m7.7 m-1.1 m3.4 m
Net income-324.3 m-327.5 m-430.1 m-298.0 m-294.0 m-309.6 m-295.6 m-191.7 m
Diluted EPS-0.98-0.99 ≈-1.29-0.89-0.87-0.90 ≈-0.86-0.55
Operating cash flow101.7 m ≈432.7 m228.4 m74.9 m ≈137.5 m ≈781.2 m243.2 m91.4 m ≈
Capex13.4 m ≈11.3 m45.0 m16.7 m ≈23.9 m ≈16.1 m10.5 m7.6 m ≈
Share repurchases1.0 bn ≈0490.6 m0 ≈232.9 m ≈150.0 m300.0 m0 ≈

≈ derived quarter (cumulative difference / share-days average)

E/P over time

E/P = trailing-12-month diluted EPS / price at quarter end. E/P is the inverse of P/E and stays defined when earnings are negative.

Fiscal years

Fiscal year20192020202120222023202420252026
Revenue96.7 m264.7 m592.0 m1.2 bn2.1 bn2.8 bn3.6 bn4.7 bn
Revenue YoYunavailable+173.9%+123.6%+106.0%+69.4%+35.9%+29.2%+29.2%
Net income-178.0 m-348.5 m-539.1 m-679.9 m-796.7 m-836.1 m-1.3 bn-1.3 bn
Net income YoYunavailableunavailableunavailableunavailableunavailableunavailableunavailableunavailable
Diluted EPSunavailable-7.77-3.81-2.26-2.50-2.55-3.86-3.95
Diluted EPS YoYunavailableunavailableunavailableunavailableunavailableunavailableunavailableunavailable
net %-184.2%-131.6%-91.1%-55.8%-38.6%-29.8%-35.5%-28.4%
Free cash flow-146.0 m-195.1 m-80.5 m94.0 m520.5 m813.0 m913.5 m1.1 bn

Reported results vs expectations

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Balance sheet & financial health

Fiscal year 2026 · 31 Jan 2026

Cash
2.8 bn USD
Financial debt
unavailable USD
Net debt
unavailable USD
Equity
1.9 bn USD
Total assets
9.1 bn USD
Debt / equity
unavailable
Current ratio
1.30x
ROE
-54.0%
ROA
-14.7%
FCF margin
23.9%

Financial statements (source on every figure)

Revenue and net income (USD)

Margins

Income statement · USD

Revenue
2024
2.8 bn
2025
3.6 bn
2026
4.7 bn

SEC (XBRL)· 20 Mar 2026verified

Cost of revenue
2024
898.6 m
2025
1.2 bn
2026
1.5 bn

SEC (XBRL)· 20 Mar 2026verified

Gross profit
2024
1.9 bn
2025
2.4 bn
2026
3.1 bn

SEC (XBRL)· 20 Mar 2026verified

Research & development
2024
1.3 bn
2025
1.8 bn
2026
2.0 bn

SEC (XBRL)· 20 Mar 2026verified

Operating income
2024
-1.1 bn
2025
-1.5 bn
2026
-1.4 bn

SEC (XBRL)· 20 Mar 2026verified

Depreciation & amortisation
2024
119.9 m
2025
182.5 m
2026
220.4 m

SEC (XBRL)· 20 Mar 2026verified

EBITDA
2024
-974.9 m ≈
2025
-1.3 bn ≈
2026
-1.2 bn ≈

SEC (XBRL)· 20 Mar 2026derived

Interest expense
2024
0
2025
2.8 m
2026
8.3 m

SEC (XBRL)· 20 Mar 2026verified

Pre-tax income
2024
-849.2 m
2025
-1.3 bn
2026
-1.3 bn

SEC (XBRL)· 20 Mar 2026verified

Income tax
2024
-11.2 m
2025
4.1 m
2026
17.1 m

SEC (XBRL)· 20 Mar 2026verified

Net income
2024
-836.1 m
2025
-1.3 bn
2026
-1.3 bn

SEC (XBRL)· 20 Mar 2026verified

Diluted EPS
2024
-2.55
2025
-3.86
2026
-3.95

SEC (XBRL)· 20 Mar 2026verified

Weighted average diluted shares
2024
328.0 m
2025
332.7 m
2026
337.5 m

SEC (XBRL)· 20 Mar 2026verified

Balance sheet · USD

Cash
2024
1.8 bn
2025
2.6 bn
2026
2.8 bn

SEC (XBRL)· 20 Mar 2026verified

Receivables
2024
926.9 m
2025
922.8 m
2026
1.3 bn

SEC (XBRL)· 20 Mar 2026verified

Current assets
2024
5.0 bn
2025
5.9 bn
2026
5.7 bn

SEC (XBRL)· 20 Mar 2026verified

Property, plant & equipment, net
2024
247.5 m
2025
296.4 m
2026
248.6 m

SEC (XBRL)· 20 Mar 2026verified

Goodwill
2024
975.9 m
2025
1.1 bn
2026
1.2 bn

SEC (XBRL)· 20 Mar 2026verified

Intangibles (excl. goodwill)
2024
331.4 m
2025
278.0 m
2026
246.9 m

SEC (XBRL)· 20 Mar 2026verified

Total assets
2024
8.2 bn
2025
9.0 bn
2026
9.1 bn

SEC (XBRL)· 20 Mar 2026verified

Accounts payable
2024
51.7 m
2025
169.8 m
2026
145.6 m

SEC (XBRL)· 20 Mar 2026verified

Current liabilities
2024
2.7 bn
2025
3.3 bn
2026
4.4 bn

SEC (XBRL)· 20 Mar 2026verified

Total liabilities
2024
3.0 bn
2025
6.0 bn
2026
7.2 bn

SEC (XBRL)· 20 Mar 2026verified

Equity
2024
5.2 bn
2025
3.0 bn
2026
1.9 bn

SEC (XBRL)· 20 Mar 2026verified

Cash flow · USD

Operating cash flow
2024
848.1 m
2025
959.8 m
2026
1.2 bn

SEC (XBRL)· 20 Mar 2026verified

Capex
2024
35.1 m
2025
46.3 m
2026
101.6 m

SEC (XBRL)· 20 Mar 2026verified

Free cash flow
2024
813.0 m ≈
2025
913.5 m ≈
2026
1.1 bn ≈

SEC (XBRL)· 20 Mar 2026derived

Investing cash flow
2024
832.3 m
2025
190.6 m
2026
312.2 m

SEC (XBRL)· 20 Mar 2026verified

Financing cash flow
2024
-854.1 m
2025
-226.5 m
2026
-1.4 bn

SEC (XBRL)· 20 Mar 2026verified

Share repurchases
2024
591.7 m
2025
1.9 bn
2026
873.5 m

SEC (XBRL)· 20 Mar 2026verified

Computed indicators

Growth

Revenue growth (YoY)
29.2%
computed by olivLawFY 2026
Revenue CAGR 3Y
31.4%
computed by olivLawFY 2023 → FY 2026
Revenue CAGR 5Y
51.2%
computed by olivLawFY 2021 → FY 2026
EBIT growth (YoY)
unavailable
the base of the ratio is not positive
Net income growth (YoY)
unavailable
the base of the ratio is not positive
Net income CAGR 3Y
unavailable
the base of the ratio is not positive
Net income CAGR 5Y
unavailable
the base of the ratio is not positive
EPS growth (YoY)
unavailable
the base of the ratio is not positive
EPS CAGR 3Y
unavailable
the base of the ratio is not positive
EPS CAGR 5Y
unavailable
the base of the ratio is not positive
FCF growth (YoY)
22.6%
computed by olivLawFY 2026

Profitability

Gross margin
67.0%
computed by olivLawTTM to 31 Jul 2026
EBITDA margin
-18.1%
computed by olivLawTTM to 31 Jul 2026
EBIT margin
-22.8%
computed by olivLawTTM to 31 Jul 2026
Net margin
-20.1%
computed by olivLawTTM to 31 Jul 2026
FCF margin
22.0%
computed by olivLawTTM to 31 Jul 2026

Returns

ROE
-48.2%
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
ROA
-12.9%
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
ROIC
unavailable
input data missing
ROCE
-24.9%
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
Payout ratio (EPS)
unavailable
input data missing
Payout ratio (FCF)
unavailable
input data missing

Balance sheet

Net debt
unavailable
input data missing
Net debt / EBITDA
unavailable
input data missing
Debt / equity
unavailable
input data missing
Interest coverage
-148.8x
computed by olivLawTTM to 31 Jul 2026

Liquidity

Current ratio
0.9x
computed by olivLawbalance sheet at 31 Jul 2026
Cash ratio
0.5x
computed by olivLawbalance sheet at 31 Jul 2026

Cash

Operating cash flow
1.3 bn USD
computed by olivLawTTM to 31 Jul 2026
Capital expenditure
58.0 m USD
computed by olivLawTTM to 31 Jul 2026
Free cash flow
1.2 bn USD
computed by olivLawTTM to 31 Jul 2026
FCF conversion
unavailable
insufficient data
Cash conversion
unavailable
insufficient data

Efficiency

Days sales outstanding
46 days
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
Days payables outstanding
36 days
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026

Market and valuation

Market capitalisation
102.5 bn USD
computed by olivLawbalance sheet at 31 Jul 2026
Enterprise value
unavailable
input data missing
Market cap / net income TTM
unavailable
insufficient data
P/E (TTM)
unavailable
insufficient data
Earnings yield
-1.1%
computed by olivLawTTM to 31 Jul 2026
P/B
47.7x
computed by olivLawbalance sheet at 31 Jul 2026
P/S
18.9x
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
EV/EBITDA
unavailable
input data missing
EV/EBIT
unavailable
input data missing
EV/Sales
unavailable
input data missing
P/FCF
85.8x
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
FCF yield
1.2%
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
Dividend yield
unavailable
no dividend in the structured statements; a missing line is not a confirmed zero
Shareholder yield (distributions)
0.7%
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026

4 indicators that do not apply to the sector.

Valuation

olivLaw classification

Insufficient data
What is missing
  • valuation methods computed: 0 of at least 1

A scoring methodology on indicators and valuation, not investment advice.

Closing price

290.60 USD

04 Nov 2026Source: olivLaw, closing series

Market cap: 102.5 bn USD

Key indicators

Market capitalisation
102.5 bn USD
computed by olivLawbalance sheet at 31 Jul 2026
P/E (TTM)
unavailable
insufficient data
P/B
47.7x
computed by olivLawbalance sheet at 31 Jul 2026
EV/EBITDA
unavailable
input data missing
ROE
-48.2%
computed by olivLawTTM to 31 Jul 2026 · balance sheet at 31 Jul 2026
Net margin
-20.1%
computed by olivLawTTM to 31 Jul 2026
Revenue growth (YoY)
29.2%
computed by olivLawFY 2026
Dividend yield
unavailable
no dividend in the structured statements; a missing line is not a confirmed zero

Coverage and freshness

30/37 reporting lines present
Latest full fiscal year: 2026
Latest reported period: 31 Jul 2026
Latest balance sheet date: 31 Jul 2026
Share count (cover of the latest filing), as of: 21 Aug 2026
Source: SEC (XBRL)published 04 Sept 2026
verified 1008derived 98

Score by group

77% · Insufficient data

Estimated value range

unavailable — no valuation method could be computed

Valuation assumptions are editorial choices, not measured; beta is not measured.

Valuation methods

  • DCF (discounted cash flow)unavailable · net debt missing: EV cannot be bridged to equity (missing debt is not zero)
  • Peers: EV/Salesunavailable · net debt missing: EV cannot be bridged to equity (missing debt is not zero)
  • Peers: EV/EBITDAunavailable · net debt missing: EV cannot be bridged to equity (missing debt is not zero)

no valuation method could be computed

Multiple comparisons use the SIC vertical: Services-Prepackaged Software (SIC 7372)

Classification (SIC) comparables group by industry code, not by economic activity; the direct group is an editorial selection by activity. Members' multiples are on their own trailing twelve months, at their own latest close.

Assumptions (illustrative, editorial)

Risk-free rate
4.3%
Equity risk premium
5.0%
Beta (default)
1.00
Cost of equity
9.3%
Terminal growth
2.5%

Factor scorecard

Insufficient data

Minimum-evidence gate: valuation methods computed: 0 of at least 1

FactorValueScoreWeight used
Gross margin · Quality67.0%68 (on a fixed band)14%
EBIT margin · Quality-22.8%4 (vs peers)11%
FCF margin · Quality22.0%88 (on a fixed band)11%
Revenue CAGR 3Y · Growth31.4%100 (on a fixed band)22%
Revenue growth (YoY) · Growth29.2%91 (vs peers)11%
Net debt / EBITDA · Balance sheetunavailableunavailable—
Current ratio · Balance sheet0.9x8 (on a fixed band)8%
EV/Sales · Valuationunavailableunavailable—
FCF yield · Valuation1.2%23 (on a fixed band)17%
Shareholder yield (distributions) · Returns0.7%44 (on a fixed band)6%

Factors without a value were dropped; the remaining weights were renormalised.

Score groups

  • Balance sheet· partial8/100 · 1/2 factors with a value
  • Growth97/100 · 2/2 factors with a value
  • Quality54/100 · 3/3 factors with a value
  • Returns44/100 · 1/1 factors with a value
  • Valuation· partial23/100 · 1/2 factors with a value

A «partial» group is computed from under half of its weight or from one factor: it is not a full assessment of the group.

Memo

SNOWFLAKE INC. (SNOW). Latest full fiscal year: 2026; data up to 2026-07-31.

Figures computed from the financial statements: revenue 4.7 bn USD in 2026; YoY growth 29.2%; net margin -20.1%; ROE -48.2%.

Valuation cannot be computed from the available data.

Insufficient data for a verdict (valuation methods computed: 0 of at least 1).

Text generated deterministically from the figures shown; no language model. Not investment advice.

What supports the thesis

  • FCF margin: 22.0%
  • Revenue CAGR 3Y: 31.4%
  • Revenue growth (YoY): 29.2%

What contradicts it

  • EBIT margin: -22.8%
  • Current ratio: 0.9x
  • FCF yield: 1.2%

Not assessed (insufficient data or a ratio without meaning): Net debt / EBITDA, EV/Sales.

Versus the vertical median

Services-Prepackaged Software (SIC 7372) · same industry (4-digit SIC) · compared with 23 companies

Only companies with a capitalisation between 13.8 bn and 886.1 bn (within 8× of the company's); 198 of the vertical were left out.

Multiples and returns vs the median

P/E
—
vertical median 49.9x
EV/EBITDA
—
vertical median 30.7x
P/S
18.9x
vertical median 6.8x
above median (+178.2%)
P/B
47.7x
vertical median 7.5x
above median (+536.4%)
ROE
-48.2%
vertical median 14.4%
below median (−433.9%)
Net margin
-20.1%
vertical median 13.5%
below median (−248.5%)
EBIT margin
-22.8%
vertical median 12.7%
below median (−279.1%)
Revenue YoY
29.2%
vertical median 16.3%
above median (+78.5%)
Net debt/EBITDA
—
vertical median 1.4x
Dividend yield
—
vertical median 1.4%

Price rebased to 100 (monthly, 5 years)

Companies in the vertical

Market capP/EROENet marginRevenue YoY1A / 3A
PLTRPalantir Technologies Inc.413.7 bn120.441.2%50.3%+56.2%+2% / +756%
ORCLOracle Corporation374.1 bn19.341.6%26.4%+17.3%−39% / +6%
CRWDCrowdStrike Holdings, Inc.246.8 bn1,120.41.3%1.1%+21.7%+89% / +307%
CRMSalesforce, Inc.186.9 bn20.719.4%22.0%+9.6%−1% / −10%
NOWServicenow, Inc.112.9 bn78.111.8%9.4%+20.9%−33% / −21%
SNOWSnowflake Inc.102.5 bn—-48.2%-20.1%+29.2%+9% / +94%
ADBEAdobe Inc.96.7 bn13.961.9%28.0%+10.5%−22% / −59%
INTUIntuit Inc.95.3 bn21.723.6%21.3%+13.9%−44% / −38%
CDNSCadence Design Systems, Inc.90.4 bn65.522.9%22.5%+14.1%+6% / +21%
SNPSSynopsys Inc88.7 bn81.83.7%11.4%+15.1%+11% / −15%
ADSKAutodesk, Inc.56.4 bn35.053.9%21.1%+17.5%−11% / +24%
VEEVVeeva Systems Inc.50.3 bn50.814.4%29.3%+16.3%+29% / +78%
TTWOTake-Two Interactive Software, Inc.39.1 bn—-9.0%-4.8%+18.2%−15% / +32%
RBLXRoblox Corporation35.3 bn—-478.2%-16.5%+35.8%−48% / +25%
TWLOTwilio Inc.33.0 bn26.814.9%21.8%+13.7%+65% / +230%
MDBMongodb, Inc.26.5 bn449.12.0%2.1%+22.8%−1% / −21%
PTCPTC Inc.21.2 bn19.035.1%41.4%+19.2%+11% / +24%
UUnity Software Inc.18.7 bn—-18.9%-29.0%+2.0%−0% / +44%
SSNCSs&C Technologies Holdings, Inc.18.7 bn22.912.7%13.2%+6.6%−7% / +41%
NTNXNutanix, Inc.17.2 bn12.337,460.2%52.8%+12.4%+33% / +48%
TYLTyler Technologies, Inc.16.8 bn53.310.5%13.5%+9.1%−10% / +4%
DOCUDocusign, Inc.15.0 bn49.117.8%9.8%+8.2%+16% / +87%
GWREGuidewire Software, Inc.14.0 bn104.710.5%9.4%+22.7%−21% / +71%
DTDynatrace, Inc.13.4 bn87.06.4%7.4%+18.8%+5% / −13%

1- and 3-year price returns: for SNOW from daily closes (the same as the performance table), for the other companies from month-end closes.

olivLaw engine forecast

The world engine ran after the company's latest material disclosure. Probabilities are of TOUCHING a level within the horizon (not closing there) and sit next to the random walk (p_rw), the no-information benchmark.

Valuation scenarios (editable assumptions)

Illustrative scenarios

Illustrative: not forecasts and without probabilities. Each case is one coherent set of assumptions, computed on today's figures.

Bear
Allowed range: -50 … 50%
Allowed range: -100 … 100%
Allowed range: 0 … 100
Allowed range: -10 … 20%
Allowed range: 0 … 100%
Base
Allowed range: -50 … 50%
Allowed range: -100 … 100%
Allowed range: 0 … 100
Allowed range: -10 … 20%
Allowed range: 0 … 100%
Bull
Allowed range: -50 … 50%
Allowed range: -100 … 100%
Allowed range: 0 … 100
Allowed range: -10 … 20%
Allowed range: 0 … 100%
Nothing is saved.

Estimated price (USD)

Estimated priceBearBaseBull
1 years
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
3 years
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
5 years
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
insufficient data
Total return unavailable · Per year unavailable
What moves the 3-year price the most

    AI analysis

    AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.

    In brief

    Snowflake Inc. (SNOW) offers a data and artificial intelligence platform delivered as a cloud service, with revenue of 4.7 billion USD in fiscal 2026, growing 29% 1. In the second quarter of fiscal 2027, total revenue was 1.55 billion USD, up 35% 3. The company remains loss-making on a net basis, so the trend in margins is a point to watch 1.

    SWOT

    Strengths

    • The company has a large base of big customers and high net revenue retention, showing that users expand their consumption 13. The platform is delivered as a service with little maintenance for the customer, an advantage over on-premises software 1.
    • The architecture separates storage from compute and allows data sharing without copying, creating a network effect 1. The company has rapidly launched new AI features, supporting differentiation 3.
    • Revenue growth has stayed strong in recent quarters, and the non-GAAP operating margin is rising 3.

    Weaknesses

    • The company has reported net losses in every period since inception, and its accumulated deficit is growing 1.
    • Revenue is recognized on consumption, which makes short-term results hard to forecast 1.
    • Dependence on infrastructure from providers that are also competitors could affect costs and margins 1.

    Opportunities

    • Growing enterprise adoption of AI could generate new demand for compute and data 3. Expansion into regulated sectors and new regions remains a strategic priority 1.
    • The partner ecosystem and the Marketplace could bring new customers and new revenue streams 1.
    • If customers migrate more workloads to the platform, consumption in existing accounts could grow 1.

    Threats

    • Cloud providers and AI model makers could integrate similar functions vertically, reducing market share 1.
    • Customers may cut consumption because of budget pressure or technology changes that make the platform more efficient 1.
    • Data regulation and digital sovereignty rules could complicate operations in some countries 1.

    Risks

    • Revenue predictabilityhigh

      Revenue depends on customer consumption, which can fluctuate, and the company has limited visibility into when revenue is recognized 1. If consumption falls short of expectations, quarterly results could differ from estimates 1.

    • Net losseshigh

      The company has reported net losses in every year and may keep investing in research and acquisitions, which could keep margins low 1. If profitability is not reached, the value of the business could be affected 1.

    • Competition from cloud providersmedium

      The cloud providers Snowflake runs on are also competitors, and excessive control over the infrastructure could affect pricing and access to customers 1.

    • Rapid innovationmedium

      The market evolves quickly, and a delay in launching new features could reduce competitiveness 1.

    • Macroeconomic conditionsmedium

      The economic and geopolitical environment could push customers to reduce budgets or shorten contracts 2.

    Investment thesis

    What would need to be true (bull case)

    • Accelerating product revenue growth in recent quarters and high customer retention could show the platform gaining a solid position in AI adoption 3.
    • If operating margins keep rising while revenue expands, the company could reach profitability sooner 3.
    • The network effect of the AI Data Cloud could make the platform more valuable as more customers and partners join 1.

    What would break the thesis

    • The company has not yet reached net profitability, and continued investment could keep losses in place 1.
    • If customers optimize consumption or cut storage, revenue growth could slow 1.
    • Large cloud providers and AI model makers could reduce the platform's market share if they integrate similar features 1.

    What to watch

    • Product revenue guidance and non-GAAP operating marginQ3 fiscal 2027
    • Adoption of AI features and growth of CoCo accounts2027
    • Integration of the Observe and Crunchy Data acquisitions2027

    Products, market & competition

    AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.

    The business

    Snowflake describes its platform as the AI Data Cloud, a network in which customers, partners and data providers can share and use data often without copying it 1. The cloud-native architecture separates storage, compute and cloud services and runs on three major public clouds across 53 regional deployments at the end of fiscal 2026 1. The business model is consumption-based: customers pay for the compute, storage and data transfer they use, usually under capacity contracts of one to four years 2.

    As of January 31, 2026 the company had 13,328 customers, and 790 of them were Forbes Global 2000 companies that contributed about 43% of revenue 1. The net revenue retention rate was 125% 1. By July 31, 2026 the customer count had risen to 14,554 and the retention rate to 126% 23.

    The company acquired Crunchy Data, a PostgreSQL technology provider, in June 2025 and Observe, an AI-powered observability platform, in February 2026 1. These deals extend the product categories, including transactions and observability 1.

    Segments

    Product categories

    The platform supports analytics, data engineering, AI, and applications and collaboration, all built on the same storage and compute layers 1. Snowflake Intelligence and Cortex Agents let business users work with structured and unstructured data without technical skills 1.

    Partners and ecosystem

    The Snowflake Marketplace gives access to third-party data and data products, and the Native Application program helps developers build apps on the platform 1. Partnerships with foundation model providers bring models natively into Cortex AI 1.

    Market context

    The company competes in the cloud data and analytics market, where modern platforms are replacing legacy systems and big data offerings, according to management 1. Large customers in regulated sectors such as financial services, healthcare and the public sector are a strategic target 1.

    Expansion outside North America, into EMEA, Asia-Pacific and Japan, and Latin America is another growth direction named by the company 1. Interest in generative AI could accelerate platform consumption if enterprise adoption keeps its pace 3.

    Trends

    • Adoption of artificial intelligencetailwind

      Customers are using AI features more, and the number of CoCo and CoWork accounts grew quickly in the second quarter of fiscal 2027 3. If this continues, it could support compute consumption growth 3.

    • Customer optimization of consumptionheadwind

      Customers are rationalizing budgets and cutting storage through shorter retention policies, which could slow revenue 1. The company also notes that optimizing AI usage affects consumption 2.

    • Macroeconomic pressuremixed

      Inflation, high interest rates and geopolitical conflicts could lead customers to shorten contracts 2. The effect on demand remains uncertain and depends on how the economic environment develops 2.

    • Competition from cloud providers and AI model makersheadwind

      Large cloud providers can compete directly with the platform, and AI model providers could extend into data storage 1. This could reduce market share if Snowflake does not respond quickly enough 1.

    Competitive position

    Competitors include the large cloud providers AWS, Azure and Google Cloud, which also offer data services and are at the same time partners because Snowflake runs on their infrastructure 1. There are also established legacy database vendors, big data offerings and new AI-focused entrants 1.

    The company competes on price, performance, product features, multi-cloud availability, brand and data governance 1. Some competitors have greater brand recognition and financial resources, which may let them respond faster to market changes 1.

    • Amazon Web ServicesAMZN

      Cloud provider offering competing data services, while also hosting the majority of Snowflake's business 1.

    • Microsoft AzureMSFT

      Large cloud provider competing across several market segments and hosting the Snowflake platform 1.

    • Google Cloud PlatformGOOGL

      Cloud provider competing in the data market whose infrastructure Snowflake also uses 1.

    • Legacy database and big data vendors

      Established vendors whose existing customer investments could be gradually replaced 1.

    News & filings

    In the press

    No news in our archive over the last 180 days.

    SEC filings

    Sources

    1. [1] Form 10-K, fiscal year ended 2026-01-31 · SEC / Snowflake Inc. · 20 Mar 2026
    2. [2] Form 10-Q, quarter ended 2026-07-31 · SEC / Snowflake Inc. · 04 Sept 2026
    3. [3] Form 8-K, results release (exhibit 99.1) · SEC / Snowflake Inc. · 02 Sept 2026

    Figures computed by olivLaw from SEC filings and closing prices; the qualitative analysis is AI-generated from cited sources. Not investment advice.