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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#4012
Positioning
Market Dominance
Manufacturing
Computer Software
$18.3B
Peter Chapman
IonQ, Inc. engages in the development of general-purpose quantum computing systems. The company makes access to its quantum computers through cloud platforms such as Amazon Web Services' Amazon Braket, Microsoft's Azure Quantum, and Google's Cloud Marketplace.
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| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$UL UNILEVER PLC | 78 | 96 | 98 | 59 | - | - | 28.5% | 8.0% | 100.0% | 100.0% | 10.4% | -4.6% | 3.3% | 0.0x | $141.8B | VS | |
$ASML ASML HOLDING NV | 77 | 89 | 86 | 83 | - | - | 46.1% | 16.6% | 51.3% | 31.9% | 26.8% | -4.0% | 1.0% | 25.0x | $272.1B | VS | |
$ESLT ELBIT SYSTEMS LTD | 76 | 81 | 87 | 85 | - | - | 10.3% | 3.1% | 24.1% | 7.2% | 4.7% | 14.3% | 0.8% | 25.0x | $11.4B | VS | |
$MT ArcelorMittal | 75 | 71 | 98 | 85 | - | - | 2.2% | 1.5% | 9.3% | 5.3% | 2.2% | -8.5% | 2.2% | 16.0x | $18.9B | VS | |
$AMAT APPLIED MATERIALS INC /DE | 75 | 85 | 87 | 84 | 20.9x | 13.6x | 35.5% | 19.8% | 48.7% | 29.2% | 24.7% | 4.4% | 0.8% | 32.0x | $181.9B | VS | |
$SIMO Silicon Motion Technology CORP | 75 | 84 | 86 | 85 | - | - | 11.8% | 8.8% | 45.9% | 11.3% | 11.1% | 25.7% | 3.7% | 0.0x | $1.8B | VS | |
$CODA Coda Octopus Group, Inc. | 74 | 83 | 90 | 79 | 16.3x | 11.9x | 7.6% | 7.0% | 66.5% | 17.1% | 15.6% | 39.0% | 0.0% | 0.0x | $115M | VS | |
$GSK GSK plc | 74 | 84 | 90 | 70 | - | - | 22.6% | 4.9% | 71.2% | 12.8% | 9.4% | 1.7% | 5.9% | 124.0x | $72.1B | VS | |
$EFXT Enerflex Ltd. | 74 | 80 | 91 | 83 | - | - | 3.0% | 1.1% | 20.9% | 7.3% | 1.3% | 3.0% | 0.9% | 67.0x | $1.2B | VS | |
$BUD Anheuser-Busch InBev SA/NV | 74 | 84 | 97 | 63 | - | - | 8.2% | 3.5% | 55.3% | 25.9% | 12.4% | 0.7% | 1.7% | 0.0x | $87.0B | VS | |
$IONQ IonQ, Inc. | 36 | 40 | 37 | 41 | - | - | -57.6% | -30.5% | 47.0% | -657.1% | -1088.9% | 250.3% | 0.0% | 89.0x | $18.3B | ||
| SECTOR BENCH | - | - | - | - | - | 22.3x | 11.5x | -2.5% | -0.1% | 42.5% | 1.3% | -0.2% | 5.9% | 0.0% | 0.2x | - | REF |
IonQ, Inc. (IONQ) receives a "Avoid" rating with a composite score of 36.0/100. It ranks #4012 out of 7,333 stocks in our coverage universe and carries a 1-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
Peter Chapman
Chief Executive Officer
Labor Force
100
40
22
24
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for IONQ
In-line with peers — no strong momentum signal
Fair valuation relative to peers
Average quality profile
High volatility — wider range of outcomes increases timing risk
Aggressive spending — empire-building risk, dilutive growth
Below-average composite — caution warranted
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Relative valuation derived from Manufacturing sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
No analyst ratings for IONQ.
View All RatingsHigh margin volatility — erratic forensic earnings quality
ROE proxy -57.6% (sector -2.5%)
GM 47% vs sector 43%, OM -657% vs sector 1%
Capital turnover N/A, R&D intensity 307.7%
Rev growth 250%, 5yr history
Interest coverage N/A
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.
Our quantitative model flags IonQ, Inc. with an Avoid rating, assigning a composite score of 36.0/100 and 1 out of 5 stars. Ranked #4012 of 7,333 stocks, IONQ falls in the bottom tier across key factors. Historically, stocks with this profile have faced elevated risk of underperformance and capital loss.
IONQ's quality score of 40/100 is below average, suggesting challenges with profitability or capital efficiency. The company reports a return on equity of -57.6% (sector avg: -2.5%), gross margins of 47.0% (sector avg: 42.5%), net margins of -1088.9% (sector avg: -0.2%). Investors should examine whether management is actively addressing these weaknesses or if they reflect structural industry headwinds.
With a value score of 37/100, IONQ appears somewhat expensive relative to its fundamentals. Key valuation metrics include a P/B ratio of 5.01x. Investors paying a premium here are likely betting on above-average growth or margin expansion to justify current prices.
IonQ, Inc.'s investment score of 22/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 250.3% vs. a sector average of 5.9% and a return on assets of -30.5% (sector: -0.1%). 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.
IONQ is currently showing below-average momentum at 41/100, which may indicate weakening institutional interest or negative sentiment shifts. Revenue growth stands at 250.3% year-over-year, while a beta of 2.55 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.
IonQ, Inc. registers a low stability score of 24/100, indicating high volatility and potentially stressed financial conditions. Key stability metrics include a beta of 2.55 and a debt-to-equity ratio of 89.00x (sector avg: 0.2x). Stocks at this level carry elevated capital loss risk and may be unsuitable for conservative portfolios without careful risk management.
The short interest score of 43/100 for IONQ suggests somewhat elevated bearish positioning by institutional traders. Specific risk factors include high market sensitivity (beta: 2.55), elevated leverage (D/E: 89.00x). With a $18.3B market cap (large-cap), IonQ, Inc. may experience above-average volatility. Investors should consider whether the short thesis has merit or if it creates a potential short-squeeze opportunity.
IonQ, Inc. is a large-cap company in the Manufacturing sector, ranked #0 of 50 in its sector (100th percentile) and #4012 of 7,333 overall (45th percentile). Key comparisons include ROE of -57.6% trailing the -2.5% sector median and operating margins of -657.1% below the 1.3% sector average. This top-quartile standing reflects exceptional competitive strength relative to Manufacturing peers.
While IONQ currently exhibits a AVOID profile, superior opportunities exist within the MANUFACTURING 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 (22) would have the largest impact on the composite score.
ROE 2223% ABOVE SECTOR MEDIAN (FAVORABLE)
Gross Margin 11% ABOVE SECTOR MEDIAN (FAVORABLE)
Op. Margin 51035% BELOW SECTOR MEDIAN
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate IonQ, Inc. (IONQ) as Avoid with a composite score of 36.0/100 at a current price of $31.54. The stock falls in the bottom quintile of our universe across key quantitative factors, and the multi-factor weakness suggests a high probability of continued underperformance.
The rating is primarily driven by strength in momentum (41th percentile) and quality (40th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (22th percentile) and stability (24th percentile) tempers our overall conviction. We assign a No Moat rating (35/100), Very High uncertainty, and Poor capital allocation.
Key items to watch: 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.
IonQ, Inc. holds a top-quartile position (#0 of 50) within the Manufacturing sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 36.0/100 places it at rank #4012 in our full 7,333-stock universe. With a $18.3B market capitalization, IonQ, Inc. operates at meaningful scale within the Manufacturing sector, providing competitive advantages in distribution, procurement, and customer reach.
Revenue is growing at 250%, though momentum at the 41th 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 47% (+4.5pp vs sector) narrow to operating margins of -657% (-658.3pp vs sector) and net margins of -1088.9%, yielding a gross-to-net conversion rate of -2317%. 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 $31.54, IonQ, Inc. is trading at a premium to fundamental value. Our value factor score of 37/100 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 5.0x, P/S of 142.4x. We evaluate these multiples in the context of both absolute levels and sector-relative positioning to form our valuation view.
Gross margins of 47% 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 250% confirms the business is expanding its addressable market — growth at this level typically supports multiple expansion and attracts institutional capital.
The Avoid rating (composite 36.0/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
Thin net margins of -1088.9% provide limited cushion against cost pressures, competitive pricing, or macroeconomic headwinds — even small changes in costs could swing the company to a loss.
High beta of 2.55 means amplified losses in market selloffs — in a broad market correction, this stock would likely decline more than the index.
We assign a Very High uncertainty rating to IonQ, Inc.. The stock exhibits multiple compounding risk factors: elevated market sensitivity (beta of 2.55), current negative profitability (net margin -1088.9%), below-average price stability (24th percentile). The extreme uncertainty around future cash flows makes precise valuation difficult, and the range of outcomes is exceptionally wide. Only investors with high risk tolerance and extended time horizons should consider this name.
Specific risk factors that inform our assessment include: elevated market sensitivity (beta of 2.55); current negative profitability (net margin -1088.9%); below-average price stability (24th percentile); the combination of leverage (89% D/E) and thin margins (-1088.9% 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 24th percentile and quality factor at the 40th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 47% 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 IonQ, Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-57.6%), negative profitability, weak asset returns (ROA -30.5%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — IonQ, 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, IonQ, Inc. receives a Avoid rating with a composite score of 36.0/100 (rank #4012 of 7,333). Our quantitative framework assigns a No Moat (35/100, trend: stable), Very High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 33/100.
Our analysis does not support a constructive view on IonQ, Inc. at this time. The combination of limited competitive advantages, very 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 do not assign IonQ, Inc. a meaningful economic moat, scoring 35/100 on our composite assessment. Current fundamentals do not demonstrate the kind of durable competitive advantages — such as superior returns on invested capital, margin superiority, or reinvestment efficiency — that would protect the company from competitive erosion over the long term. The highest-scoring pillar, growth durability, reached only 11.6/20.
The strongest moat sources are growth durability (11.6/20) and margin superiority (7.2/20). Rev growth 250%, 5yr history. GM 47% vs sector 43%, OM -657% vs sector 1%. These pillars form the core of IonQ, 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 (6.4/20). ROE proxy -57.6% (sector -2.5%). 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 IonQ, 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 47% providing a solid profitability foundation, robust top-line growth of 250% expanding the revenue base. The margin cascade from 47% gross to -657% operating to -1088.9% 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 40th percentile.
The margin profile shows gross margins of 47%, operating margins of -657%, net margins of -1088.9%. Return metrics include ROE of -57.6% and ROA of -30.5%. Relative to the Manufacturing sector, gross margins are 4.5 percentage points above the sector median of 43%, and ROE of -57.6% compares to a sector median of -2.5%.
The balance sheet reflects above-average leverage with D/E of 89%, revenue growth of 250%. The sector median D/E is 0%, putting IonQ, 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

The Shiller CAPE ratio, a valuation metric, has declined for the first time in nearly a year, signaling that stock valuations may be coming down from historically high levels last seen during the dot-com bubble. Historical patterns suggest this could precede a market correction or period of stagnation. However, the article emphasizes that long-term investors should not be concerned, as the S&P 500 has historically recovered and gained significantly over time despite short-term downturns.
IonQ and QBTS approach Q4 earnings after sharp revenue growth, major capital raises and ongoing losses, as investors seek proof of lasting momentum.

Morgan Stanley analyst Joseph Moore cut IonQ's price target from $58 to $35 ahead of the company's Q4 earnings report, citing investor sentiment shifts and technical hurdles including qubit stability issues. Despite expected strong revenue growth to over $40 million and strategic wins like the SHIELD contract, concerns about long-term profitability and market preference for immediate profits over future potential weighed on the valuation.

IonQ is positioned as a promising quantum computing investment due to its trapped-ion approach and achievement of 99.99% 2-gate fidelity, the highest in the industry. The company's acquisition of Oxford Ionics enabled integration of microwave electronics into chips, improving stability and enabling scalability. While quantum computing remains speculative and error-prone, IonQ's technical advances could provide significant upside if it achieves quantum advantage.

The article highlights three high-risk, high-reward AI stocks suitable for investors willing to allocate 5-10% of their portfolio to speculative investments. SoundHound AI combines audio recognition with generative AI for customer service automation, trading down 70% from highs despite 68% revenue growth. Nebius operates AI data centers and projects massive growth from $1.25B to $7-9B in annual recurring revenue by end of 2026. IonQ leads in quantum computing accuracy but faces significant competition in this emerging technology.