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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#3882
Positioning
Market Dominance
Services
Computer Software
$3.0B
Amnon Shashua
Mobileye is a leader in the development and deployment of advanced driver assistance systems (“ADAS”) and autonomous driving technologies and solutions. Mobileye was founded in Israel in 1999. Our principal executive offices are located at Har Hotzvim, 13 Hartom Street, Jerusalem.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = MBLY 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 | |
$MBLY Mobileye Global Inc. | 37 | 37 | 51 | 28 | - | 20.2x | -25.1% | -23.9% | 48.5% | -160.1% | -153.6% | 14.8% | 0.0% | 5.0x | $3.0B | ||
| SECTOR BENCH | - | - | - | - | - | 23.7x | 11.7x | 5.3% | 1.9% | 59.6% | 3.5% | 2.3% | 7.8% | 0.0% | 0.3x | - | REF |
Mobileye Global Inc. (MBLY) receives a "Avoid" rating with a composite score of 37.2/100. It ranks #3882 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
Amnon Shashua
Chief Executive Officer
37
31
47
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for MBLY
Lagging peers — losers tend to keep underperforming
Fair valuation relative to peers
Average quality profile
Average volatility — neutral timing signal
Aggressive spending — empire-building risk, dilutive growth
Below-average composite — caution warranted
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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 MBLY.
View All RatingsMaterial decline in asset turnover efficiency detected
High margin volatility — erratic forensic earnings quality
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 37 | 27 | +10ALPHA |
| MOMENTUM | 28 | 22 | +6ALPHA |
| VALUATION | 51 | 54 | -3NEUTRAL |
| INVESTMENT | 31 | 35 | -4NEUTRAL |
| STABILITY | 47 | 47 | 0NEUTRAL |
| SHORT INT | 44 | 40 | +4NEUTRAL |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROE proxy -25.1% (sector 5.3%)
GM 49% vs sector 60%, OM -160% vs sector 4%
Capital turnover N/A, R&D intensity 60.8%
Rev growth 15%, 4yr 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 Mobileye Global Inc. with an Avoid rating, assigning a composite score of 37.2/100 and 1 out of 5 stars. Ranked #3882 of 7,333 stocks, MBLY falls in the bottom tier across key factors. Historically, stocks with this profile have faced elevated risk of underperformance and capital loss.
MBLY's quality score of 37/100 is below average, suggesting challenges with profitability or capital efficiency. The company reports a return on equity of -25.1% (sector avg: 5.3%), gross margins of 48.5% (sector avg: 59.6%), net margins of -153.6% (sector avg: 2.3%). Investors should examine whether management is actively addressing these weaknesses or if they reflect structural industry headwinds.
MBLY's value score of 51/100 indicates the stock is fairly valued based on its current fundamentals. Key valuation metrics include an EV/EBITDA of 20.21x, a P/B ratio of 0.64x. At this level, neither a clear bargain nor overpriced, the stock's attractiveness depends more on forward growth expectations and qualitative factors.
Mobileye Global Inc.'s investment score of 31/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 14.8% vs. a sector average of 7.8% and a return on assets of -23.9% (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.
Mobileye Global Inc. is experiencing notably weak momentum with a score of just 28/100. The stock has underperformed its peers and is trending below major moving averages. Revenue growth stands at 14.8% year-over-year, while a beta of 1.70 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.
With a stability score of 47/100, MBLY exhibits average financial resilience. Key stability metrics include a beta of 1.70 and a debt-to-equity ratio of 5.00x (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 44/100 for MBLY suggests somewhat elevated bearish positioning by institutional traders. Specific risk factors include high market sensitivity (beta: 1.70), elevated leverage (D/E: 5.00x). With a $3.0B market cap (mid-cap), Mobileye Global Inc. may experience above-average volatility. Investors should consider whether the short thesis has merit or if it creates a potential short-squeeze opportunity.
Mobileye Global Inc. is a mid-cap company in the Services sector, ranked #0 of 50 in its sector (100th percentile) and #3882 of 7,333 overall (47th percentile). Key comparisons include ROE of -25.1% trailing the 5.3% sector median and operating margins of -160.1% below the 3.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Services peers.
While MBLY currently exhibits a AVOID 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 (28) would have the largest impact on the composite score.
EV/EBITDA 72% ABOVE SECTOR MEDIAN
ROE 572% BELOW SECTOR MEDIAN
Gross Margin 19% BELOW SECTOR MEDIAN
AUDIT DATA AS OF SEP 27, 2025 (Q2 FY2025)
We rate Mobileye Global Inc. (MBLY) as Avoid with a composite score of 37.2/100 at a current price of $8.82. 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 value (51th percentile) and stability (47th percentile), which together account for the majority of the composite score. Offsetting weakness in momentum (28th percentile) and investment (31th percentile) tempers our overall conviction. We assign a No Moat rating (35/100), High uncertainty, and Poor capital allocation.
Key items to watch: momentum to confirm whether the current price trend has legs; 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.
Mobileye Global 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 37.2/100 places it at rank #3882 in our full 7,333-stock universe. At $3.0B in market capitalization, Mobileye Global Inc. is a mid-cap player in the Services space, which limits certain scale advantages but may allow for more agile strategic execution.
Revenue is growing at 15%, though momentum at the 28th 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 49% (-11.1pp vs sector) narrow to operating margins of -160% (-163.6pp vs sector) and net margins of -153.6%, yielding a gross-to-net conversion rate of -317%. 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 $8.82, Mobileye Global Inc. is trading near fair value based on current fundamentals. Our value factor score of 51/100 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 EV/EBITDA of 20.2x (at a premium), P/B of 0.6x, P/S of 3.9x. We evaluate these multiples in the context of both absolute levels and sector-relative positioning to form our valuation view.
Gross margins of 49% 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 15% confirms the business is expanding its addressable market — growth at this level typically supports multiple expansion and attracts institutional capital.
A conservative balance sheet (5% D/E) provides financial flexibility for acquisitions, buybacks, or weathering economic downturns without dilution.
The Avoid rating (composite 37.2/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
Thin net margins of -153.6% 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 Mobileye Global Inc.. Key risk factors include elevated market sensitivity (beta of 1.70), current negative profitability (net margin -153.6%). 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 1.70); current negative profitability (net margin -153.6%). 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 47th percentile and quality factor at the 37th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 49% provide a buffer against cost pressures; conservative leverage (5% D/E) limits balance sheet risk. 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 Mobileye Global Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-25.1%), negative profitability, weak asset returns (ROA -23.9%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — Mobileye Global 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, Mobileye Global Inc. receives a Avoid rating with a composite score of 37.2/100 (rank #3882 of 7,333). Our quantitative framework assigns a No Moat (35/100, trend: stable), High uncertainty, and Poor 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 Mobileye Global Inc. at this time. The combination of limited competitive advantages, 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 Mobileye Global 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, financial resilience, reached only 9.3/20.
The strongest moat sources are financial resilience (9.3/20) and growth durability (9.2/20). Interest coverage N/A. Rev growth 15%, 4yr history. These pillars form the core of Mobileye Global Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include economic value creation (2.6/20) and reinvestment efficiency (7/20). ROE proxy -25.1% (sector 5.3%). 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 Mobileye Global 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 49% providing a solid profitability foundation, moderate revenue growth of 15%. The margin cascade from 49% gross to -160% operating to -153.6% 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 37th percentile.
The margin profile shows gross margins of 49%, operating margins of -160%, net margins of -153.6%. Return metrics include ROE of -25.1% and ROA of -23.9%. Relative to the Services sector, gross margins are 11.1 percentage points below the sector median of 60%, and ROE of -25.1% compares to a sector median of 5.3%.
The balance sheet reflects a conservatively managed balance sheet with D/E of 5%, revenue growth of 15%. The sector median D/E is 0%, putting Mobileye Global Inc. at higher leverage than the typical peer. Overall balance sheet health is adequate for the current business environment.
Weak momentum (28th percentile) suggests institutional selling pressure and unfavorable technical dynamics that may persist.
High beta of 1.70 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

U.S. stock futures were mixed on Wednesday following a strong Tuesday close. ADP reported private-sector job additions of 41,000 in December, signaling modest labor market stabilization. The Dow Jones futures rose 0.04% while S&P 500 and Nasdaq futures declined slightly. Key movers included Mobileye jumping 11% on a $900M robotics acquisition, Ventyx surging 68% on Eli Lilly acquisition talks, and AAR Corp rising 5% on better-than-expected earnings.

Mobileye Global announced a $900 million acquisition of Mentee Robotics, closing up 0.49% at $12.24 with trading volume 800% above average. The deal follows recent Wall Street upgrades and a major carmaker partnership. While the acquisition could create synergies between Mobileye's ADAS technology and Mentee's humanoid robots, analysts caution the investment may take years to pay off and positions Tesla as a direct competitor.
In February 2026, Mobileye Global Inc. announced that Mahindra & Mahindra Ltd. selected its SuperVision and Surround ADAS platforms, powered by the EyeQ6 High chip, as tier 1 solutions for at least six models with production targeted from 2027. The deal not only consolidates multiple vehicle control functions into a single Mobileye-designed ECU, it also deepens Mobileye's role in India’s ADAS localization and production ecosystem. Next, we’ll examine how becoming Mahindra’s tier 1 ADAS...
Mobileye Global Inc. (NASDAQ:MBLY) is one of the best debt-free mid-cap stocks to buy according to hedge funds. On February 10, analysts at Oppenheimer reiterated an Outperform rating on Mobileye Global Inc. (NASDAQ:MBLY). The positive stance comes on Mahindra selecting Mobileye Global as its tier 1 tasked with supplying both Super Vision and Surround ADAS […]
Mobileye Global Inc. (NASDAQ:MBLY) is one of the best single digit stocks to buy according to analysts. Entering 2026, Mobileye appears well-positioned, supported by new program wins and partnership expansions. The company recently highlighted its new high-volume Surround ADAS program win with a major U.S. OEM alongside progress on its robotaxi services with Volkswagen. More […]