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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#2729
Positioning
Market Dominance
Services
Computer Software
$49.7B
Olivier Pomel
Datadog, Inc. provides monitoring and analytics platform for developers, operations teams, and business users in the cloud in North America and internationally. The company's SaaS platform integrates and automates infrastructure monitoring, application performance monitoring, log management, and security monitoring.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = DDOG 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 | |
$DDOG Datadog, Inc. | 46 | 46 | 41 | 49 | 359.3x | 2072.9x | 3.0% | 1.7% | 79.8% | -0.9% | 3.7% | 37.3% | 0.0% | 78.0x | $49.7B | ||
| SECTOR BENCH | - | - | - | - | - | 23.7x | 11.7x | 5.3% | 1.9% | 59.6% | 3.5% | 2.3% | 7.8% | 0.0% | 0.3x | - | REF |
Datadog, Inc. (DDOG) receives a "Reduce" rating with a composite score of 45.5/100. It ranks #2729 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
Olivier Pomel
Chief Executive Officer
Labor Force
4,800
46
39
48
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for DDOG
In-line with peers — no strong momentum signal
Fair valuation relative to peers
Average quality profile
Average volatility — neutral timing signal
Moderate investment profile
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.
Projection based on user-defined inputs. Re-calculated daily against current market data.
Reverse DCF Framework — Mauboussin Methodology
Institutional-grade Reverse DCF analysis. This model identifies the growth hurdles embedded in current market prices. When implied growth is significantly lower than historical or projected rates, a margin of safety may exist. Re-audited daily.
No analyst ratings for DDOG.
View All RatingsMaterial decline in asset turnover efficiency detected
High margin volatility — erratic forensic earnings quality
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 46 | 48 | -2NEUTRAL |
| MOMENTUM | 49 | 49 | 0NEUTRAL |
| VALUATION | 41 | 39 | +2NEUTRAL |
| INVESTMENT | 39 | 66 | -27DRAG |
| STABILITY | 48 | 49 | -1NEUTRAL |
| SHORT INT | 60 | 76 | -16DRAG |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROIC -7.9% vs WACC 9.5% (spread -17.5%)
GM 80% vs sector 60%, OM -1% vs sector 4%
Capital turnover 7.76x, R&D intensity 45.2%
Rev growth 37%, 7yr history
Interest coverage -18.3x, Net debt/EBITDA 38.8x
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.
Datadog, Inc. receives a Reduce rating from our analysis, with a composite score of 45.5/100 and 2 out of 5 stars, ranking #2729 out of 7,333 stocks. DDOG'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.
With a quality score of 46/100, DDOG shows adequate but unremarkable business quality. The company reports a return on equity of 3.0% (sector avg: 5.3%), gross margins of 79.8% (sector avg: 59.6%), net margins of 3.7% (sector avg: 2.3%). This suggests the company generates acceptable returns but may lack the competitive positioning or operational efficiency to stand out from peers.
With a value score of 41/100, DDOG appears somewhat expensive relative to its fundamentals. Key valuation metrics include a P/E ratio of 359.34x, an EV/EBITDA of 2072.91x, a P/B ratio of 10.87x. Investors paying a premium here are likely betting on above-average growth or margin expansion to justify current prices.
Datadog, Inc.'s investment score of 39/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 37.3% vs. a sector average of 7.8% and a return on assets of 1.7% (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.
DDOG is currently showing below-average momentum at 49/100, which may indicate weakening institutional interest or negative sentiment shifts. Revenue growth stands at 37.3% year-over-year, while a beta of 1.32 reflects its sensitivity to broader market moves. Investors should note that declining momentum can precede further price weakness, though contrarian opportunities sometimes emerge at these levels.
With a stability score of 48/100, DDOG exhibits average financial resilience. Key stability metrics include a beta of 1.32 and a debt-to-equity ratio of 78.00x (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.
DDOG carries a short interest score of 60/100, indicating moderate short selling activity. This is a neutral reading — not enough to signal systemic bearishness, but worth monitoring. Specific risk factors include above-average market sensitivity (beta: 1.32), elevated leverage (D/E: 78.00x). At $49.7B market cap (large-cap), Datadog, Inc. offers reasonable institutional liquidity.
Datadog, Inc. is a large-cap company in the Services sector, ranked #0 of 50 in its sector (100th percentile) and #2729 of 7,333 overall (63rd percentile). Key comparisons include ROE of 3.0% trailing the 5.3% sector median and operating margins of -0.9% below the 3.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Services peers.
While DDOG 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 (39) would have the largest impact on the composite score.
EV/EBITDA 17572% ABOVE SECTOR MEDIAN
ROE 43% BELOW SECTOR MEDIAN
Gross Margin 34% ABOVE SECTOR MEDIAN (FAVORABLE)
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate Datadog, Inc. (DDOG) as a Reduce with a composite score of 45.5/100 at a current price of $104.13. 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 (49th percentile) and stability (48th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (39th percentile) and value (41th percentile) tempers our overall conviction. We assign a Narrow Moat rating (45/100), High uncertainty, and Poor capital allocation.
Key items to watch: sustainability of the current growth rate. 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.
Datadog, 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 45.5/100 places it at rank #2729 in our full 7,333-stock universe. With a $49.7B market capitalization, Datadog, Inc. operates at meaningful scale within the Services sector, providing competitive advantages in distribution, procurement, and customer reach.
Revenue is growing at 37%, though momentum at the 49th 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 80% (+20.3pp vs sector) narrow to operating margins of -1% (-4.4pp vs sector) and net margins of 3.7%, yielding a gross-to-net conversion rate of 5%. 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 $104.13, Datadog, Inc. is trading near fair value based on current fundamentals. Our value factor score of 41/100 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. Valuation metrics are mixed, with no strong signal of mispricing in either direction.
The stock currently trades at a P/E of 359.3x (a 1414% premium to the sector median of 23.7x), EV/EBITDA of 2072.9x (at a premium), P/B of 10.9x, P/S of 12.8x. The above-sector P/E multiple suggests the market is pricing in superior growth or quality, which our analysis finds only partially justified by current fundamentals.
Gross margins of 80% 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 37% confirms the business is expanding its addressable market — growth at this level typically supports multiple expansion and attracts institutional capital.
The Reduce rating (composite 45.5/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
A P/E of 359.3x leaves little room for execution misses — any earnings disappointment could trigger a sharp multiple compression.
We assign a High uncertainty rating to Datadog, Inc.. Key risk factors include elevated market sensitivity (beta of 1.32), elevated valuation multiple (P/E 359.3x) that leaves limited margin for error, the combination of leverage (78% D/E) and thin margins (3.7% net) amplifies downside risk. 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 1.32); elevated valuation multiple (P/E 359.3x) that leaves limited margin for error; the combination of leverage (78% D/E) and thin margins (3.7% net) amplifies downside risk. 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 48th percentile and quality factor at the 46th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 80% provide a buffer against cost pressures. 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 Datadog, Inc.'s capital allocation as Poor. Key concerns include low returns on equity (3.0%), weak asset returns (ROA 1.7%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — Datadog, 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, Datadog, Inc. receives a Reduce rating with a composite score of 45.5/100 (rank #2729 of 7,333). Our quantitative framework assigns a Narrow Moat (45/100, trend: stable), High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 45/100.
Our analysis does not support a constructive view on Datadog, 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 Datadog, Inc. a Narrow Moat rating with a composite moat score of 45/100. The ROIC-WACC spread of -17.5% 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 Datadog, Inc. can sustain above-average returns on invested capital for at least 10 years, with the strongest contributor being growth durability at 14.7/20.
The strongest moat sources are growth durability (14.7/20) and margin superiority (14.3/20). Rev growth 37%, 7yr history. GM 80% vs sector 60%, OM -1% vs sector 4%. These pillars form the core of Datadog, Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include financial resilience (0/20) and economic value creation (3.3/20). Interest coverage -18.3x, Net debt/EBITDA 38.8x. 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 Datadog, 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 80% providing a solid profitability foundation, robust top-line growth of 37% expanding the revenue base. The margin cascade from 80% gross to -1% operating to 3.7% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that profit quality is adequate though not exceptional, with the quality factor at the 46th percentile.
The margin profile shows gross margins of 80%, operating margins of -1%, net margins of 3.7%. Return metrics include ROE of 3.0% and ROA of 1.7%. Relative to the Services sector, gross margins are 20.3 percentage points above the sector median of 60%, and ROE of 3.0% compares to a sector median of 5.3%.
The balance sheet reflects moderate leverage with D/E of 78%, revenue growth of 37%. The sector median D/E is 0%, putting Datadog, Inc. at higher leverage than the typical peer. Overall balance sheet health is adequate for the current business environment.
Above 50MA
37.18%
Net New Highs
+51081

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