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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#3212
Positioning
Market Dominance
Services
Computer Software
$93.1B
Frank Slootman
Snowflake Inc. provides a cloud-based data platform in the United States and internationally. The company's platform offers Data Cloud, which enables customers to consolidate data into a single source of truth to drive meaningful business insights.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = SNOW ANALYSIS TARGET
| Stock | Rating | Score▼ | Quality | Value | Momentum | P/E | EV/EBITDA | ROE | ROA | Gross Mgn | Op Mgn | Net Mgn | Rev Growth | Div Yield | D/E | Mkt Cap | AUDIT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$YALA Yalla Group Ltd | 75 | 89 | 99 | 80 | - | - | 21.3% | 18.6% | 64.5% | 35.7% | 39.5% | 6.5% | 0.0% | 0.0x | $644M | VS | |
$GRVY GRAVITY Co., Ltd. | 75 | 82 | 96 | 71 | - | - | 15.4% | 12.6% | 38.7% | 17.1% | 17.0% | -39.7% | 0.0% | 0.0x | $439M | VS | |
$ISSC INNOVATIVE SOLUTIONS & SUPPORT INC | 73 | 81 | 88 | 94 | 25.0x | 14.1x | 28.1% | 16.8% | 48.1% | 23.8% | 18.5% | 78.6% | 0.0% | 37.0x | $220M | VS | |
$AER AerCap Holdings N.V. | 72 | 60 | 87 | 84 | - | - | 12.4% | 2.9% | 100.0% | 28.2% | 26.2% | 5.5% | 0.8% | 264.0x | $19.4B | VS | |
$HCSG HEALTHCARE SERVICES GROUP INC | 72 | 74 | 88 | 88 | 7.1x | 6.1x | 28.9% | 20.8% | 20.8% | 9.9% | 9.3% | 8.5% | 0.0% | 1.0x | $1.2B | VS | |
$LQDT LIQUIDITY SERVICES INC | 72 | 90 | 88 | 68 | 24.9x | 14.3x | 14.6% | 7.8% | 43.8% | 7.4% | 5.9% | 31.2% | 0.0% | 0.0x | $857M | VS | |
$TRTNpA Triton International Ltd | 71 | 70 | 89 | 70 | - | 1.7x | 18.0% | 4.6% | 97.3% | 52.2% | 32.7% | -3.4% | 0.0% | 271.0x | $8.0B | VS | |
$EDU New Oriental Education & Technology Group Inc. | 71 | 83 | 52 | 77 | - | - | 9.4% | 4.9% | 55.5% | 8.7% | 7.7% | 13.6% | 1.3% | 7.0x | $78.0B | VS | |
$NTES NetEase, Inc. | 71 | 88 | 93 | 68 | - | - | 22.1% | 15.6% | 62.5% | 28.1% | 28.7% | -1.0% | 2.8% | 9.0x | $56.6B | VS | |
$UTI UNIVERSAL TECHNICAL INSTITUTE INC | 70 | 86 | 86 | 72 | 43.2x | 16.0x | 21.4% | 8.0% | 100.0% | 10.0% | 7.5% | 14.1% | 0.0% | 27.0x | $1.8B | VS | |
$SNOW Snowflake Inc. | 42 | 32 | 38 | 59 | - | - | -61.5% | -15.9% | 67.4% | -31.7% | -28.8% | 39.6% | 0.0% | 107.0x | $93.1B | ||
| SECTOR BENCH | - | - | - | - | - | 23.7x | 11.7x | 5.3% | 1.9% | 59.6% | 3.5% | 2.3% | 7.8% | 0.0% | 0.3x | - | REF |
Snowflake Inc. (SNOW) receives a "Reduce" rating with a composite score of 42.4/100. It ranks #3212 out of 7,333 stocks in our coverage universe and carries a 2-star rating. Ratings are driven by a 6-factor quantitative model measuring quality, value, momentum, investment, stability, and short interest.
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YOY expansion rate
Core pricing power
Operating efficiency
Bottom-line conversion
Equity capital efficiency
Asset base utilization
Financial leverage load
Direct cash return
Frank Slootman
Chief Executive Officer
Labor Force
3,990
32
24
53
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for SNOW
In-line with peers — no strong momentum signal
Fair valuation relative to peers
Weak fundamentals — higher risk of value trap
Average volatility — neutral timing signal
Aggressive spending — empire-building risk, dilutive growth
Mid-range overall rating
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Relative valuation derived from Services sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
No analyst ratings for SNOW.
View All RatingsMaterial decline in asset turnover efficiency detected
High margin volatility — erratic forensic earnings quality
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 32 | 21 | +11ALPHA |
| MOMENTUM | 59 | 62 | -3NEUTRAL |
| VALUATION | 38 | 34 | +4NEUTRAL |
| INVESTMENT | 24 | 10 | +14ALPHA |
| STABILITY | 53 | 56 | -3NEUTRAL |
| SHORT INT | 56 | 70 | -14DRAG |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROIC -77.4% vs WACC 9.4% (spread -86.8%)
GM 67% vs sector 60%, OM -32% vs sector 4%
Capital turnover 3.61x, R&D intensity 42.9%
Rev growth 40%, 6yr history
Interest coverage -158.8x
Composite assessment of profitability, capital efficiency, and financial strength. Top-tier entities demonstrate sustainable cash flow generation and elite competitive moats.
Profit generated per dollar of shareholder equity
Efficiency of asset utilization
Pricing power and cost efficiency
Core business profitability
Bottom-line profitability
The Quality factor evaluates the persistence and magnitude of realized cash flows. Companies with scores >70 exhibit superior pricing power and structural financial resilience through diverse economic regimes.
Our uncertainty rating tracks the predictability of future cash flows and potential for permanent capital loss. Moderate visibility with standard industry cyclicality.
Snowflake Inc. receives a Reduce rating from our analysis, with a composite score of 42.4/100 and 2 out of 5 stars, ranking #3212 out of 7,333 stocks. SNOW's factor profile shows weakness across multiple dimensions, suggesting the stock may underperform going forward. Existing holders may want to consider trimming positions or tightening stop-losses.
SNOW's quality score of 32/100 is below average, suggesting challenges with profitability or capital efficiency. The company reports a return on equity of -61.5% (sector avg: 5.3%), gross margins of 67.4% (sector avg: 59.6%), net margins of -28.8% (sector avg: 2.3%). Investors should examine whether management is actively addressing these weaknesses or if they reflect structural industry headwinds.
With a value score of 38/100, SNOW appears somewhat expensive relative to its fundamentals. Key valuation metrics include a P/B ratio of 27.68x. Investors paying a premium here are likely betting on above-average growth or margin expansion to justify current prices.
Snowflake Inc.'s investment score of 24/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 39.6% vs. a sector average of 7.8% and a return on assets of -15.9% (sector: 1.9%). While this can be positive for mature, cash-generative businesses returning capital to shareholders, it may also signal a lack of growth opportunities or management conservatism.
SNOW demonstrates moderate momentum with a score of 59/100, suggesting a neutral price trend without strong directional conviction. Revenue growth stands at 39.6% year-over-year, while a beta of 1.46 reflects its sensitivity to broader market moves. Moderate momentum may indicate the stock is consolidating or transitioning between trends, warranting close monitoring of upcoming catalysts.
With a stability score of 53/100, SNOW exhibits average financial resilience. Key stability metrics include a beta of 1.46 and a debt-to-equity ratio of 107.00x (sector avg: 0.3x). While the balance sheet is not a major concern, the stock is subject to typical market volatility and may experience sharper drawdowns during risk-off episodes.
The short interest score of 56/100 for SNOW suggests somewhat elevated bearish positioning by institutional traders. Specific risk factors include above-average market sensitivity (beta: 1.46), elevated leverage (D/E: 107.00x). With a $93.1B market cap (large-cap), Snowflake Inc. may experience above-average volatility. Investors should consider whether the short thesis has merit or if it creates a potential short-squeeze opportunity.
Snowflake Inc. is a large-cap company in the Services sector, ranked #0 of 50 in its sector (100th percentile) and #3212 of 7,333 overall (56th percentile). Key comparisons include ROE of -61.5% trailing the 5.3% sector median and operating margins of -31.7% below the 3.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Services peers.
While SNOW currently exhibits a REDUCE profile, superior opportunities exist within the SERVICES sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
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Improvement in Investment (24) would have the largest impact on the composite score.
ROE 1258% BELOW SECTOR MEDIAN
Gross Margin 13% ABOVE SECTOR MEDIAN (FAVORABLE)
Op. Margin 1004% BELOW SECTOR MEDIAN
AUDIT DATA AS OF OCT 31, 2025 (Q3 FY2025)
We rate Snowflake Inc. (SNOW) as a Reduce with a composite score of 42.4/100 at a current price of $160.50. The quantitative profile shows weakness across multiple dimensions, suggesting limited upside potential and elevated risk of underperformance relative to peers over the next 12 months.
The rating is primarily driven by strength in momentum (59th percentile) and stability (53th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (24th percentile) and quality (32th percentile) tempers our overall conviction. We assign a Narrow Moat rating (41/100), High uncertainty, and Poor capital allocation.
Key items to watch: balance sheet deleveraging progress; sustainability of the current growth rate; the path to profitability. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.
Snowflake Inc. holds a top-quartile position (#0 of 50) within the Services sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 42.4/100 places it at rank #3212 in our full 7,333-stock universe. With a $93.1B market capitalization, Snowflake Inc. operates at meaningful scale within the Services sector, providing competitive advantages in distribution, procurement, and customer reach.
Revenue is growing at 40%, though momentum at the 59th percentile suggests the market has not yet fully recognized this trajectory. This potential disconnect between fundamental improvement and market recognition could represent an opportunity for patient investors if the growth trend persists.
The margin cascade tells an important story: gross margins of 67% (+7.8pp vs sector) narrow to operating margins of -32% (-35.3pp vs sector) and net margins of -28.8%, yielding a gross-to-net conversion rate of -43%. The significant margin erosion from gross to net suggests elevated operating expenses, high interest costs, or other structural drags that warrant monitoring.
At a current price of $160.50, Snowflake Inc. is trading at a premium to fundamental value. Our value factor score of 38/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. The premium valuation implies the market is pricing in significant future growth or quality improvements that are not yet fully reflected in current fundamentals.
The stock currently trades at P/B of 27.7x, P/S of 12.8x. We evaluate these multiples in the context of both absolute levels and sector-relative positioning to form our valuation view.
Gross margins of 67% signal strong pricing power and brand/IP advantages — businesses with margins above 40% have historically demonstrated more resilient earnings through economic cycles.
Revenue growth of 40% confirms the business is expanding its addressable market — growth at this level typically supports multiple expansion and attracts institutional capital.
The Reduce rating (composite 42.4/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
Elevated leverage (107% D/E) amplifies downside risk and limits management's financial flexibility in adverse scenarios.
Thin net margins of -28.8% provide limited cushion against cost pressures, competitive pricing, or macroeconomic headwinds — even small changes in costs could swing the company to a loss.
We assign a High uncertainty rating to Snowflake Inc.. Key risk factors include elevated market sensitivity (beta of 1.46), significant leverage (107% debt-to-equity), current negative profitability (net margin -28.8%). The wide range of potential outcomes widens our fair value estimate and increases the possibility of permanent capital impairment. Investors considering this name should size positions accordingly and demand a meaningful margin of safety before initiating.
Specific risk factors that inform our assessment include: elevated market sensitivity (beta of 1.46); significant leverage (107% debt-to-equity); current negative profitability (net margin -28.8%); weak quality scores (32th percentile). Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 53th percentile and quality factor at the 32th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 67% provide a buffer against cost pressures; large-cap scale ($93.1B) provides resilience. These factors partially offset the identified risks and provide downside protection in adverse scenarios. On balance, the risk-reward profile warrants caution and disciplined position management.
We rate Snowflake Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-61.5%), negative profitability, weak asset returns (ROA -15.9%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — Snowflake Inc. significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.
Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.
In summary, Snowflake Inc. receives a Reduce rating with a composite score of 42.4/100 (rank #3212 of 7,333). Our quantitative framework assigns a Narrow Moat (41/100, trend: stable), High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 41/100.
Our analysis does not support a constructive view on Snowflake Inc. at this time. The combination of the current quantitative profile, high uncertainty, and poor capital allocation suggests unfavorable risk-reward at current levels. We recommend investors avoid new positions and existing holders consider reducing exposure.
Analysis derived from Blank Capital Research quantitative terminal. For informational purposes only. No trade solicitation. Past performance not indicative of future results. Consult a qualified advisor.
We assign Snowflake Inc. a Narrow Moat rating with a composite moat score of 41/100. The ROIC-WACC spread of -86.8% is the primary signal of economic value creation. The company possesses identifiable competitive advantages, though they are less entrenched than those of wide-moat peers. Our analysis indicates that Snowflake Inc. can sustain above-average returns on invested capital for at least 10 years, with the strongest contributor being reinvestment efficiency at 13/20.
The strongest moat sources are reinvestment efficiency (13/20) and growth durability (11.8/20). Capital turnover 3.61x, R&D intensity 42.9%. Rev growth 40%, 6yr history. These pillars form the core of Snowflake Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include economic value creation (2.5/20) and financial resilience (3.3/20). ROIC -77.4% vs WACC 9.4% (spread -86.8%). Improvement in these areas could meaningfully widen the moat over time, while deterioration would be an early warning of competitive erosion.
Our moat trend assessment is Stable. Multi-year ROIC and operating margin trajectories show neither meaningful improvement nor deterioration, suggesting the competitive position is steady. We expect Snowflake Inc.'s moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include gross margins of 67% providing a solid profitability foundation, robust top-line growth of 40% expanding the revenue base. The margin cascade from 67% gross to -32% operating to -28.8% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that profit quality raises some durability concerns, with the quality factor at the 32th percentile.
The margin profile shows gross margins of 67%, operating margins of -32%, net margins of -28.8%. Return metrics include ROE of -61.5% and ROA of -15.9%. Relative to the Services sector, gross margins are 7.8 percentage points above the sector median of 60%, and ROE of -61.5% compares to a sector median of 5.3%.
The balance sheet reflects above-average leverage with D/E of 107%, revenue growth of 40%. The sector median D/E is 0%, putting Snowflake Inc. at higher leverage than the typical peer. Overall balance sheet health is adequate for the current business environment.
Below-average quality (32th percentile) raises durability concerns about the fundamental profile and increases the risk of negative earnings surprises.
High beta of 1.46 means amplified losses in market selloffs — in a broad market correction, this stock would likely decline more than the index.
Above 50MA
37.18%
Net New Highs
+51081

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