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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#3396
Positioning
Market Dominance
Services
Computer Software
$14.7B
Luis v. Ahn
Duolingo, Inc. develops a language-learning website and mobile app in the U.S. and China. The company offers courses in 40 different languages, including Spanish, English, French, German, Italian, Chinese, Portuguese, and others.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = DUOL 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 | |
$DUOL Duolingo, Inc. | 41 | 59 | 50 | 11 | 13.2x | 49.4x | 30.3% | 21.0% | 72.2% | 10.9% | 38.2% | 52.4% | 0.0% | 44.0x | $14.7B | ||
| SECTOR BENCH | - | - | - | - | - | 23.7x | 11.7x | 5.3% | 1.9% | 59.6% | 3.5% | 2.3% | 7.8% | 0.0% | 0.3x | - | REF |
Duolingo, Inc. (DUOL) receives a "Reduce" rating with a composite score of 41.2/100. It ranks #3396 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
Luis v. Ahn
Chief Executive Officer
Labor Force
600
59
40
35
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for DUOL
Lagging peers — losers tend to keep underperforming
Fair valuation relative to peers
Average quality profile
High volatility — wider range of outcomes increases timing risk
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 DUOL.
View All RatingsNet income exceeding cash flow (Accrual bloat detected)
Material decline in asset turnover efficiency detected
High margin volatility — erratic forensic earnings quality
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 59 | 74 | -15DRAG |
| MOMENTUM | 11 | 5 | +6ALPHA |
| VALUATION | 50 | 53 | -3NEUTRAL |
| INVESTMENT | 40 | 68 | -28DRAG |
| STABILITY | 35 | 29 | +6ALPHA |
| SHORT INT | 61 | 76 | -15DRAG |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROE proxy 30.3% (sector 5.3%)
GM 72% vs sector 60%, OM 11% vs sector 4%
Capital turnover N/A, R&D intensity 30.0%
Rev growth 52%, 5yr history
Interest coverage N/A, Net debt/EBITDA -28.8x
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.
Duolingo, Inc. receives a Reduce rating from our analysis, with a composite score of 41.2/100 and 2 out of 5 stars, ranking #3396 out of 7,333 stocks. DUOL'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 59/100, DUOL shows adequate but unremarkable business quality. The company reports a return on equity of 30.3% (sector avg: 5.3%), gross margins of 72.2% (sector avg: 59.6%), net margins of 38.2% (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.
DUOL's value score of 50/100 indicates the stock is fairly valued based on its current fundamentals. Key valuation metrics include a P/E ratio of 13.20x, an EV/EBITDA of 49.40x, a P/B ratio of 3.99x. At this level, neither a clear bargain nor overpriced, the stock's attractiveness depends more on forward growth expectations and qualitative factors.
With an investment score of 40/100, DUOL exhibits moderate growth-oriented spending. Key growth metrics include revenue growth of 52.4% vs. a sector average of 7.8% and a return on assets of 21.0% (sector: 1.9%). The company appears to be balancing growth investments with capital returns, though the pace of investment may not be enough to accelerate top-line growth meaningfully.
Duolingo, Inc. is experiencing notably weak momentum with a score of just 11/100. The stock has underperformed its peers and is trending below major moving averages. Revenue growth stands at 52.4% year-over-year, while a beta of 1.43 reflects its sensitivity to broader market moves. While deep momentum weakness can occasionally present value opportunities, it often reflects deteriorating fundamentals or structural headwinds that may persist.
DUOL's stability score of 35/100 signals elevated volatility and/or leverage concerns. Key stability metrics include a beta of 1.43 and a debt-to-equity ratio of 44.00x (sector avg: 0.3x). Investors should be prepared for wider-than-average price swings and consider position sizing accordingly to manage portfolio risk.
DUOL carries a short interest score of 61/100, 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: 1.43), elevated leverage (D/E: 44.00x). At $14.7B market cap (large-cap), Duolingo, Inc. offers reasonable institutional liquidity.
Duolingo, Inc. is a large-cap company in the Services sector, ranked #0 of 50 in its sector (100th percentile) and #3396 of 7,333 overall (54th percentile). Key comparisons include ROE of 30.3% exceeding the 5.3% sector median and operating margins of 10.9% above the 3.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Services peers.
While DUOL 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 Momentum (11) would have the largest impact on the composite score.
EV/EBITDA 321% ABOVE SECTOR MEDIAN
ROE 470% ABOVE SECTOR MEDIAN (FAVORABLE)
Gross Margin 21% ABOVE SECTOR MEDIAN (FAVORABLE)
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate Duolingo, Inc. (DUOL) as a Reduce with a composite score of 41.2/100 at a current price of $109.49. 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 quality (59th percentile) and value (50th percentile), which together account for the majority of the composite score. Offsetting weakness in momentum (11th percentile) and stability (35th percentile) tempers our overall conviction. We assign a Wide Moat rating (70/100), Medium uncertainty, and Exemplary capital allocation.
Key items to watch: momentum to confirm whether the current price trend has legs; 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.
Duolingo, 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 41.2/100 places it at rank #3396 in our full 7,333-stock universe. With a $14.7B market capitalization, Duolingo, Inc. operates at meaningful scale within the Services sector, providing competitive advantages in distribution, procurement, and customer reach.
Revenue is growing at 52%, though momentum at the 11th 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 72% (+12.6pp vs sector) narrow to operating margins of 11% (+7.4pp vs sector) and net margins of 38.2%, yielding a gross-to-net conversion rate of 53%. This efficient conversion suggests well-controlled operating costs and limited margin leakage between the gross and net levels.
At a current price of $109.49, Duolingo, Inc. is trading near fair value based on current fundamentals. Our value factor score of 50/100 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 13.2x (a 44% discount to the sector median of 23.7x), EV/EBITDA of 49.4x (at a premium), P/B of 4.0x, P/S of 5.5x. The below-sector P/E suggests possible undervaluation or the market pricing in near-term headwinds.
Gross margins of 72% signal strong pricing power and brand/IP advantages — businesses with margins above 40% have historically demonstrated more resilient earnings through economic cycles.
Returns on equity of 30.3% exceed the cost of equity for most companies, indicating genuine shareholder value creation and a reinvestment engine that compounds wealth over time.
Revenue growth of 52% confirms the business is expanding its addressable market — growth at this level typically supports multiple expansion and attracts institutional capital.
Return on assets of 21.0% indicates efficient deployment of the full asset base, not just equity capital.
The Reduce rating (composite 41.2/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
We assign a Medium uncertainty rating to Duolingo, Inc.. The stock presents a balanced risk profile: elevated market sensitivity (beta of 1.43) and below-average price stability (35th percentile). While not risk-free, the core business fundamentals are adequate to withstand moderate economic stress, and the range of potential outcomes around our fair value estimate is manageable.
Specific risk factors that inform our assessment include: elevated market sensitivity (beta of 1.43); below-average price stability (35th 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 35th percentile and quality factor at the 59th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 72% 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 is favorable for long-term investors.
We rate Duolingo, Inc.'s capital allocation as Exemplary. Management demonstrates a strong track record of balancing reinvestment with shareholder returns, evidenced by returns on equity of 30.3%, disciplined leverage (44% D/E), best-in-class net margins of 38.2%. Exemplary allocators typically generate returns on equity above 20% while maintaining debt-to-equity below 50% — Duolingo, Inc. meets this high bar.
The balance sheet remains conservatively managed, providing financial flexibility for opportunistic investments while maintaining a margin of safety for shareholders. We note that the combination of 21.0% return on assets and controlled leverage suggests management is deploying capital at rates well above the cost of capital — the hallmark of exemplary stewardship.
In summary, Duolingo, Inc. receives a Reduce rating with a composite score of 41.2/100 (rank #3396 of 7,333). Our quantitative framework assigns a Wide Moat (70/100, trend: stable), Medium uncertainty, and Exemplary capital allocation. The average factor score across quality, value, momentum, stability, and investment is 39/100.
Our analysis does not support a constructive view on Duolingo, Inc. at this time. The combination of the current quantitative profile, medium uncertainty, and exemplary 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 Duolingo, Inc. a Wide Moat rating with a composite moat score of 70/100. This places the company among an elite group of businesses with deep, durable competitive advantages that we expect to persist for 20 years or more. The score reflects strength across multiple competitive dimensions, with growth durability (20/20) as the leading contributor.
The strongest moat sources are growth durability (20/20) and economic value creation (17.3/20). Rev growth 52%, 5yr history. ROE proxy 30.3% (sector 5.3%). These pillars form the core of Duolingo, Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include reinvestment efficiency (7/20) and financial resilience (9.5/20). Capital turnover N/A, R&D intensity 30.0%. 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 Duolingo, 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 72% providing a solid profitability foundation, operating margins of 11% reflecting effective cost management, robust top-line growth of 52% expanding the revenue base. The margin cascade from 72% gross to 11% operating to 38.2% 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 59th percentile.
The margin profile shows gross margins of 72%, operating margins of 11%, net margins of 38.2%. Return metrics include ROE of 30.3% and ROA of 21.0%. Relative to the Services sector, gross margins are 12.6 percentage points above the sector median of 60%, and ROE of 30.3% compares to a sector median of 5.3%.
The balance sheet reflects moderate leverage with D/E of 44%, revenue growth of 52%. The sector median D/E is 0%, putting Duolingo, Inc. at higher leverage than the typical peer. The combination of low leverage and healthy profitability provides significant financial resilience and strategic optionality.
Weak momentum (11th percentile) suggests institutional selling pressure and unfavorable technical dynamics that may persist.
High beta of 1.43 means amplified losses in market selloffs — in a broad market correction, this stock would likely decline more than the index.

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Above 50MA
37.18%
Net New Highs
+51081