Snowflake Inc.
Combined average of Moat (AI Resilience), Growth, and Valuation scores.
Moat Score
Snowflake operates the multi-cloud data warehouse / lakehouse standard for SQL analytics, with switching costs rooted in data gravity, governance, and an embedded ecosystem of pipelines, BI tools, and Marketplace data shares — now with measurable AI attach via CoCo, CoWork, and Cortex.
Snowflake's moat is real but narrower than peers — built on Data Gravity, Multi-Cloud Neutrality, and Cortex AI Optionality:
- Data Gravity & System of Record for Analytics: Snowflake stores petabytes of structured/semi-structured data for thousands of enterprises — dbt models, Fivetran pipelines, Tableau/Looker dashboards, and Marketplace data shares all anchor to the warehouse. Migrating off Snowflake means rewriting hundreds of SQL pipelines, re-permissioning data, and re-certifying every downstream consumer — a 12-24 month program with extreme operational risk. Q2 ended with 14,554 customers (+692 net new, +32% YoY), 828 customers above $1M TTM spend (+27% YoY), and 829 Forbes Global 2000 customers.
- Multi-Cloud Neutrality & Zero Vendor Lock-In: Snowflake runs identically on AWS, Azure, and GCP — making it the Switzerland of cloud data. As the EU AI Act and data sovereignty regulations push enterprises to keep data within specific clouds/regions, Snowflake's 'bring the model to the data' architecture (vs. external API calls) becomes increasingly differentiated. Model neutrality (Cortex AI Gateway routing across frontier/open models) extends the same Switzerland posture into the agentic layer.
- Cortex AI, CoCo & CoWork Control Plane: Q2 put hard numbers on the AI attach the May card still called late: CoCo surpassed 9,100 accounts (+2,000 in the quarter); CoWork reached 5,800 accounts; CEO said AI products contributed roughly half of the growth acceleration. Cortex Sense and Cortex AI Gateway (Natoma) shipped. The May ~$100M AI run-rate / Databricks 10× lead framing is stale as a growth claim — AI is now a disclosed half of the acceleration — but Databricks competitive intensity in head-to-head AI/ML evaluations is unchanged as a moat residual.
- Marketplace & Data Sharing Network: Snowflake Marketplace hosts 3,000+ third-party datasets that customers can query without ETL — a flywheel that strengthens as more data providers and consumers join. Native Apps, Snowpark Container Services, and H1 FY27's 330+ GA product capabilities (up 35% YoY) deepen embeddedness beyond pure SQL workloads. Observe acquisition contributes ~1pt to the FY27 guide.
Ten Moats Verdict
Q2 does not change tenMoats statuses: data gravity, multi-cloud neutrality, and SQL ergonomics remain intact; AI optionality is now evidenced (CoCo/CoWork; AI ~half of acceleration) rather than optional. Databricks competitive pressure is still the residual that keeps the moat narrow — not retired by one print. Moat score carried at 59; Thanos flag if desk wants a modest lift on the AI-attach evidence. Growth is what moved: +37% product, FY27 +36%, formula growth 92 vs May's stale 83.
59.0 resilient · 60.3 vulnerable · 80/20 = 59.3 · = 59
Snowflake is a backend data platform; the SQL interface is universal and not a learned-UI moat.
Customers encode thousands of SQL transformations, dbt models, stored procedures, and access policies in Snowflake — a meaningful but not primary moat, as SQL is portable to other warehouses with effort.
Snowflake Marketplace hosts 3,000+ third-party datasets accessible without ETL, creating a data-access flywheel as more providers join — secondary to the core warehouse moat.
SnowPro-certified engineers exist but the broader SQL/data engineering pool is large; AI-assisted SQL generation (CoCo / Cortex Code, Copilot) is reducing the scarcity premium for routine warehousing tasks.
Snowflake bundles warehouse + Snowpark + Cortex AI (CoCo, CoWork, AI Functions, AI Gateway) + Marketplace + Native Apps + Streamlit on a single platform — multi-product adoption is rising; Q2 made the AI SKU attach measurable.
Customer data resides in Snowflake but customers retain ownership and can export it. Snowflake collects query telemetry to optimize Cortex models, but this is a secondary data flywheel — not as strong as ServiceNow's workflow data.
FedRAMP High Authorized, HIPAA-eligible, SOC 2, ISO 27001, and PCI DSS certified — meaningful in regulated industries but matched by hyperscalers and Databricks. EU AI Act 'data residency' rules favor Snowflake's bring-compute-to-data model.
Marketplace data sharing creates indirect network effects: more data providers → more consumers → more providers. 3,000+ datasets and growing, but not yet at the scale of true network-effect dominance.
Every analytics query, BI dashboard refresh, and dbt transformation flows through Snowflake at customer enterprises — embedded in the analytics stack but not at the system-of-record level for operational transactions.
Snowflake is the system of record for analytical (warehouse) data at thousands of enterprises — still contested by Databricks (lakehouse) and hyperscaler-native warehouses (BigQuery, Redshift, Fabric). Strong but not exclusive standard.
Combined average of Moat (AI Resilience), Growth, and Valuation scores.
Moat Score
Snowflake operates the multi-cloud data warehouse / lakehouse standard for SQL analytics, with switching costs rooted in data gravity, governance, and an embedded ecosystem of pipelines, BI tools, and Marketplace data shares — now with measurable AI attach via CoCo, CoWork, and Cortex.
Growth Score
Q2 FY2027 (ended July 31, reported Sep 2) printed product revenue $1.4919B (+37% YoY) and total revenue $1.547B (+35%), the third consecutive quarter of product-revenue acceleration and a second consecutive record sequential dollar growth quarter. Non-GAAP operating margin 15.3% (from ~11% a year ago); non-GAAP diluted EPS $0.62. NRR 126%. RPO $9.00B (+30% YoY); ~54% expected to convert in the next 12 months (~+42% YoY on that slice). CoCo 9,100+ accounts (+2,000 net in Q); CoWork 5,800. CEO: AI products contributed roughly half of the acceleration. Q3 guided product revenue $1,588–$1,593M (+37–38%); FY27 raised to $6.07B product (+36%), non-GAAP OM 14.5% (from 13.5%), adj. FCF margin 23% reiterated. Sep 4 close $337.18 (~$117B) after a post-print surge into the mid-$370s and profit-taking.
Valuation Score
Sep 4 close $337.18 (Yahoo; mkt cap ~$116.9B) after a post-Q2 surge that briefly cleared $370 and a 52-week high of $384.56. At ~$337 the stock is ~19× FY27 product guide ($6.07B) and ~19× on ~$6.2B total-revenue run-rate — a full re-rate from the May card's ~7–8× / ~$141 / ~$42B setup. Yahoo 1y target avg $410.16 / high $525. Proposed ladder $220 / $410 / $525 (Thanos to sign): piecewise val 75 at $337. Old May ladder $95 / $185 / $280 is obsolete — price sits above the old bull.
The Data Gravity Moat (Under Pressure)
Snowflake's moat is real but narrower than peers — built on Data Gravity, Multi-Cloud Neutrality, and Cortex AI Optionality:
- Data Gravity & System of Record for Analytics: Snowflake stores petabytes of structured/semi-structured data for thousands of enterprises — dbt models, Fivetran pipelines, Tableau/Looker dashboards, and Marketplace data shares all anchor to the warehouse. Migrating off Snowflake means rewriting hundreds of SQL pipelines, re-permissioning data, and re-certifying every downstream consumer — a 12-24 month program with extreme operational risk. Q2 ended with 14,554 customers (+692 net new, +32% YoY), 828 customers above $1M TTM spend (+27% YoY), and 829 Forbes Global 2000 customers.
- Multi-Cloud Neutrality & Zero Vendor Lock-In: Snowflake runs identically on AWS, Azure, and GCP — making it the Switzerland of cloud data. As the EU AI Act and data sovereignty regulations push enterprises to keep data within specific clouds/regions, Snowflake's 'bring the model to the data' architecture (vs. external API calls) becomes increasingly differentiated. Model neutrality (Cortex AI Gateway routing across frontier/open models) extends the same Switzerland posture into the agentic layer.
- Cortex AI, CoCo & CoWork Control Plane: Q2 put hard numbers on the AI attach the May card still called late: CoCo surpassed 9,100 accounts (+2,000 in the quarter); CoWork reached 5,800 accounts; CEO said AI products contributed roughly half of the growth acceleration. Cortex Sense and Cortex AI Gateway (Natoma) shipped. The May ~$100M AI run-rate / Databricks 10× lead framing is stale as a growth claim — AI is now a disclosed half of the acceleration — but Databricks competitive intensity in head-to-head AI/ML evaluations is unchanged as a moat residual.
- Marketplace & Data Sharing Network: Snowflake Marketplace hosts 3,000+ third-party datasets that customers can query without ETL — a flywheel that strengthens as more data providers and consumers join. Native Apps, Snowpark Container Services, and H1 FY27's 330+ GA product capabilities (up 35% YoY) deepen embeddedness beyond pure SQL workloads. Observe acquisition contributes ~1pt to the FY27 guide.
Ten Moats Verdict
Q2 does not change tenMoats statuses: data gravity, multi-cloud neutrality, and SQL ergonomics remain intact; AI optionality is now evidenced (CoCo/CoWork; AI ~half of acceleration) rather than optional. Databricks competitive pressure is still the residual that keeps the moat narrow — not retired by one print. Moat score carried at 59; Thanos flag if desk wants a modest lift on the AI-attach evidence. Growth is what moved: +37% product, FY27 +36%, formula growth 92 vs May's stale 83.
59.0 resilient · 60.3 vulnerable · 80/20 = 59.3 · = 59
Snowflake is a backend data platform; the SQL interface is universal and not a learned-UI moat.
Customers encode thousands of SQL transformations, dbt models, stored procedures, and access policies in Snowflake — a meaningful but not primary moat, as SQL is portable to other warehouses with effort.
Snowflake Marketplace hosts 3,000+ third-party datasets accessible without ETL, creating a data-access flywheel as more providers join — secondary to the core warehouse moat.
SnowPro-certified engineers exist but the broader SQL/data engineering pool is large; AI-assisted SQL generation (CoCo / Cortex Code, Copilot) is reducing the scarcity premium for routine warehousing tasks.
Snowflake bundles warehouse + Snowpark + Cortex AI (CoCo, CoWork, AI Functions, AI Gateway) + Marketplace + Native Apps + Streamlit on a single platform — multi-product adoption is rising; Q2 made the AI SKU attach measurable.
Customer data resides in Snowflake but customers retain ownership and can export it. Snowflake collects query telemetry to optimize Cortex models, but this is a secondary data flywheel — not as strong as ServiceNow's workflow data.
FedRAMP High Authorized, HIPAA-eligible, SOC 2, ISO 27001, and PCI DSS certified — meaningful in regulated industries but matched by hyperscalers and Databricks. EU AI Act 'data residency' rules favor Snowflake's bring-compute-to-data model.
Marketplace data sharing creates indirect network effects: more data providers → more consumers → more providers. 3,000+ datasets and growing, but not yet at the scale of true network-effect dominance.
Every analytics query, BI dashboard refresh, and dbt transformation flows through Snowflake at customer enterprises — embedded in the analytics stack but not at the system-of-record level for operational transactions.
Snowflake is the system of record for analytical (warehouse) data at thousands of enterprises — still contested by Databricks (lakehouse) and hyperscaler-native warehouses (BigQuery, Redshift, Fabric). Strong but not exclusive standard.
Growth Analysis
Growth Drivers
Key Risk
If product revenue decelerates back through the mid-20s (Q3 miss of $1.588–$1.593B, or a subsequent cut of the $6.07B / +36% FY27 guide) while Databricks sustains share of new AI/ML workloads, the post-print multiple (~19× FY27 product sales at $337) compresses toward the May 7–8× regime. Secondary residuals: RPO YoY cooled from +42% (Q4 FY26) to +30%; non-GAAP product GM guided to 74% on AI mix; bookings weighted to Q4. The May falsifier (growth below 20% by FY2028) did not fire this quarter — it remains the competitive residual, charged as moderate, not a silent moat cut.
Score Derivation
90.3 base + 2.7 trajectory + 4 margin − 5 risk = 92
Base 90.25 (28–34% CAGR, midpoint 31%; baseFromCagr: 90 + (31−30)×0.25 = 90.25) + 2.7 trajectory (2 of 3 accelerating: core consumption and Cortex/CoCo/CoWork; Marketplace/Native Apps held stable) + 4 margin (non-GAAP OM ~11% → 15.3%; FY27 OM guide raised to 14.5%) − 5 moderate (Databricks competitive residual + post-re-rate multiple; RPO YoY cooled +42%→+30% but conversion slice still +42%) = 92. primaryType does not score. May derivation (Base 85 +5 RPO −6 Databricks = 84) was pre-formula narrative and is retired.
Price Scenarios (12–24 Months)
Valuation Multiples
| Trailing P/E (GAAP) | N/A |
| Forward P/E (NTM, non-GAAP) | elevated |
| Price / Sales (FY27 product) | ~19× |
| EV / RPO | ~13× |
| Price / FCF | elevated |
The beat-and-raise and AI half-of-acceleration read are real. The multiple is no longer the May 'Databricks panic priced in at 7–8×' setup — it is a claim that mid-30s growth and the agentic control-plane narrative sustain. Proposed corridor $220 / $410 / $525 prints val 75 at $337 (near the carried 76). Thanos must sign the ladder; carrying May $95/$185/$280 against a $337 tape would formula-print ~20 and is not a restamp.
Approximate figures as of September 4, 2026.
Where We Are vs Targets
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Q3 misses or FY27 cuts below $6.07B; growth fades through the mid-20s; Databricks re-takes the AI narrative; multiple compresses toward ~10× forward sales.
- Q3 product revenue lands below $1.588B or a subsequent guide cuts FY27 product below $6.07B / +36%
- AI attach stalls (CoCo/CoWork net adds slow) while Databricks wins incremental AI/ML workloads — May sub-20% FY2028 falsifier back on the table
- Multiple compresses from ~19× toward ~10× FY28 sales as the post-print premium unwinds
FY27 product ~$6.07B (+36%) lands; Q3 converts; growth settles in the high-20s into FY28; multiple holds ~12–14× forward as CoCo/CoWork keep the AI attach compounding — near consensus 12-month target.
- FY27 product $6.07B; Q3 in the $1.588–$1.593B range; non-GAAP OM ≥14.5%; NRR holds ~125%+
- CoCo/CoWork continue net-account adds; AI remains a material slice of consumption growth without breaking product GM permanently
- RPO growth stabilizes mid-20s%+; multiple settles ~12–14× NTM sales near the $410 consensus
Snowflake becomes the default agentic control plane for governed enterprise data; growth holds ~30%+ into FY28; multiple expands toward the Yahoo high as AI flywheel compounds core consumption.
- Product revenue stays ≥30% YoY through FY28 as CoCo/CoWork and Cortex Gateway drive platform consumption
- Data-sovereignty / model-neutrality wins expand F2000 attach; $10M+ customer cohort compounds off 65
- Multiple expands toward ~15×+ forward sales; $525 matches the current Yahoo high target