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AUR vs MBLY
Which Stock Would AI Choose? Aurora Innovation (AUR) vs. Mobileye Global (MBLY) Stock Comparison
Key Takeaways
- AUR is a pre-revenue autonomous trucking pioneer with minimal sales but strong liquidity, while MBLY is an established, cash-generative advanced driver-assistance systems (ADAS) leader with meaningful annual revenue.
- AUR's narrative is driven by rapid commercialization milestones, including expanded Texas driverless routes and a Volvo industrialization partnership.
- MBLY posted full-year 2025 revenue of roughly $1.9 billion but disappointed investors with below-consensus 2026 guidance.
- AUR carries higher execution and cash-burn risk; MBLY faces cyclical automotive demand and China-related uncertainty.
- Both stocks are volatile, autonomous-mobility plays appealing to different risk profiles within the same broad technology theme.
Introduction
Autonomous driving is one of the most closely watched technology narratives in financial markets, yet companies within the space occupy very different stages of commercial maturity. This stock comparison examines AUR (Aurora Innovation), a pure-play autonomous trucking firm still in the earliest phase of revenue recognition, against MBLY (Mobileye Global), a scaled supplier of ADAS (advanced driver-assistance systems) and computer-vision technology embedded in hundreds of millions of vehicles. The contrast between a pre-revenue growth story and an established, cash-generating operator offers a useful lens for investors evaluating risk, relative performance, and market positioning within the broader autonomy theme.
AUR Overview and Recent Performance
Aurora Innovation is a self-driving technology company focused on autonomous trucking in the United States. Its strategy centers on launching driverless freight operations on predictable long-haul highway corridors, beginning in Texas, and partnering with manufacturers such as Volvo to industrialize its "Aurora Driver" system. In recent weeks, AUR has reported steady operational progress, surpassing 250,000 driverless miles on public roads and expanding its network to multiple lanes, including a roughly 1,000-mile corridor between Fort Worth and Phoenix.
Financially, AUR remains very early stage. Recent quarterly revenue totaled approximately $1 million, against an operating loss in the hundreds of millions of dollars, reflecting heavy research and development spending. The company's balance sheet, however, is a relative strength, with cash, equivalents, and investments near $1.46 billion at the end of 2025, which management believes supports its path toward positive free cash flow in 2028. Market sentiment has been mixed, with analyst price targets spanning a wide range and recent share-price moves reflecting both enthusiasm for route expansion and caution about the timeline to profitability.
MBLY Overview and Recent Performance
Mobileye Global develops and supplies ADAS and autonomous-driving technologies, including its EyeQ family of system-on-chip (SoC) processors, computer vision, and mapping software. The company, majority-owned by Intel, reports that more than 230 million vehicles have been built with its technology. Its business spans mass-market driver-assistance features, higher-level "SuperVision" and "Chauffeur" systems, and emerging robotaxi partnerships, most notably with Volkswagen.
MBLY's recent financial picture reflects a more mature but still pressured business. Full-year 2025 revenue grew roughly 15% to about $1.9 billion, and operating cash flow reached approximately $602 million, ending the year with around $1.8 billion in cash. However, fourth-quarter revenue declined about 9% year over year amid an 11% drop in EyeQ SoC volumes, and the company's 2026 guidance of roughly $1.9 billion to $1.98 billion came in below analyst expectations, weighing on the stock. Management has attributed near-term softness to customer inventory adjustments, softer demand from Chinese OEMs (original equipment manufacturers), and cost pressures.
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Head-to-Head Comparison
The clearest contrast between AUR and MBLY is commercial maturity. MBLY generates roughly $1.9 billion in annual revenue and positive operating cash flow, while AUR is only beginning to recognize revenue from commercial freight operations. This gap shapes every other dimension of the comparison: MBLY offers more established economics but is tied to cyclical automotive production and competitive pressures in ADAS, whereas AUR offers higher optionality if autonomous trucking scales but carries meaningful cash-burn and execution risk.
Growth drivers also differ. AUR's upside hinges on route expansion, cost reductions from next-generation hardware, and fleet scaling with partners such as Volvo. MBLY's growth depends on EyeQ6 design wins, surround ADAS adoption, its Volkswagen robotaxi program, and diversification into robotics through its Menti Robotics acquisition. In terms of recent momentum, AUR has benefited from tangible operational milestones, while MBLY has contended with cautious guidance and margin pressure. Risk profiles diverge accordingly: AUR faces binary technology-commercialization risk, while MBLY faces demand cyclicality, China exposure, and foreign-exchange headwinds.
Tickeron AI Verdict
Based on observable factors such as trend consistency, stability, catalysts, and relative positioning, Tickeron's AI would likely tilt its current preference toward the more established operator. MBLY's cash-generative core, large installed base, and diversified product roadmap provide a steadier trend foundation and clearer near-term catalysts, even amid softer guidance. AUR's accelerating commercialization milestones are compelling but remain comparatively speculative given minimal revenue and substantial losses. The probable verdict favors MBLY for stability-oriented positioning, while acknowledging that AUR offers a higher-risk, higher-reward trajectory that may appeal to more aggressive, catalyst-driven traders.
Disclaimer
The information on this webpage is provided for general informational and educational purposes only and is not intended as investment advice, a recommendation to purchase or sell any security, or an offer or solicitation related to investments. It does not consider your personal financial situation, goals, or risk profile, and all investing carries inherent risks, including the possibility of losing your entire investment. For more details, please review our full disclaimer.
To compare these two companies we present long-term analysis, their fundamental ratings and make comparative short-term technical analysis which are presented below. The conclusion is AUR is a Hold and MBLY is a Hold.
AUR's RSI Oscillator climbs out of oversold territory
The RSI Oscillator for AUR moved out of oversold territory on October 15, 2026. This could be a sign that the stock is shifting from a downward trend to an upward trend. Traders may want to buy the stock or call options. The A.I.dvisor looked at 21 similar instances when the indicator left oversold territory. In 19 of the 21 cases the stock moved higher. This puts the odds of a move higher at 90%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The Stochastic Oscillator shows that the ticker has stayed in the oversold zone for 6 days. The price of this ticker is presumed to bounce back soon, since the longer the ticker stays in the oversold zone, the more promptly an upward trend is expected.
Following a +3.19% 3-day Advance, the price is estimated to grow further. Considering data from situations where AUR advanced for three days, in 241 of 283 cases, the price rose further within the following month. The odds of a continued upward trend are 85%.
AUR may jump back above the lower band and head toward the middle band. Traders may consider buying the stock or exploring call options.
Bearish Trend Analysis
The Momentum Indicator moved below the 0 level on October 13, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on AUR as a result. In 76 of 88 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 86%.
The Moving Average Convergence Divergence Histogram (MACD) for AUR turned negative on September 24, 2026. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 44 similar instances when the indicator turned negative. In 42 of the 44 cases the stock turned lower in the days that followed. This puts the odds of success at 90%.
AUR moved below its 50-day moving average on September 23, 2026 date and that indicates a change from an upward trend to a downward trend.
The 10-day moving average for AUR crossed bearishly below the 50-day moving average on September 28, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 17 of 19 past instances when the 10-day crossed below the 50-day, the stock continued to move higher over the following month. The odds of a continued downward trend are 89%.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where AUR declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 86%.
The Aroon Indicator for AUR entered a downward trend on October 22, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.
Fundamental Analysis (Ratings)
The Tickeron PE Growth Rating for this company is 20 (best 1 - 100 worst), pointing to outstanding earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron Valuation Rating of 56 (best 1 - 100 worst) indicates that the company is fair valued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (4.987) is normal, around the industry mean (0.879). P/E Ratio (-10.565) is within average values for comparable stocks, (39.808). Projected Growth (PEG Ratio) (0.000) is also within normal values, averaging (1.471). Dividend Yield (0.000) settles around the average of (0.040) among similar stocks. AUR's P/S Ratio (2500.000) is very high in comparison to the industry average of (49.084).
The Tickeron Price Growth Rating for this company is 64 (best 1 - 100 worst), indicating steady price growth. AUR’s price grows at a higher rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron SMR rating for this company is 98 (best 1 - 100 worst), indicating weak sales and an unprofitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron Profit vs. Risk Rating rating for this company is 100 (best 1 - 100 worst), indicating that the returns do not compensate for the risks. AUR’s unstable profits reported over time resulted in significant Drawdowns within these last five years. A stable profit reduces stock drawdown and volatility. The average Profit vs. Risk Rating rating for the industry is 89, placing this stock worse than average.
MBLY's RSI Oscillator recovers from oversold territory
The RSI Indicator for MBLY moved out of oversold territory on October 13, 2026. This could be a sign that the stock is shifting from a downward trend to an upward trend. Traders may want to buy the stock or call options. The A.I.dvisor looked at 29 similar instances when the indicator left oversold territory. In 26 of the 29 cases the stock moved higher. This puts the odds of a move higher at 90%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The Stochastic Oscillator suggests the stock price trend may be in a reversal from a downward trend to an upward trend. 35 of 44 cases where MBLY's Stochastic Oscillator exited the oversold zone resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 80%.
The Moving Average Convergence Divergence (MACD) for MBLY just turned positive on October 15, 2026. Looking at past instances where MBLY's MACD turned positive, the stock continued to rise in 25 of 33 cases over the following month. The odds of a continued upward trend are 76%.
Following a +5.84% 3-day Advance, the price is estimated to grow further. Considering data from situations where MBLY advanced for three days, in 163 of 214 cases, the price rose further within the following month. The odds of a continued upward trend are 76%.
Bearish Trend Analysis
The Momentum Indicator moved below the 0 level on October 16, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on MBLY as a result. In 57 of 69 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 83%.
Following a 3-day decline, the stock is projected to fall further. Considering past instances where MBLY declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 80%.
The Aroon Indicator for MBLY entered a downward trend on October 22, 2026. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.
Fundamental Analysis (Ratings)
The Tickeron PE Growth Rating for this company is 18 (best 1 - 100 worst), pointing to outstanding earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.
The Tickeron Valuation Rating of 28 (best 1 - 100 worst) indicates that the company is slightly undervalued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (0.720) is normal, around the industry mean (0.879). P/E Ratio (-1.398) is within average values for comparable stocks, (39.808). Projected Growth (PEG Ratio) (0.236) is also within normal values, averaging (1.471). Dividend Yield (0.000) settles around the average of (0.040) among similar stocks. P/S Ratio (3.164) is also within normal values, averaging (49.084).
The Tickeron Price Growth Rating for this company is 77 (best 1 - 100 worst), indicating slightly worse than average price growth. MBLY’s price grows at a lower rate over the last 12 months as compared to S&P 500 index constituents.
The Tickeron SMR rating for this company is 97 (best 1 - 100 worst), indicating weak sales and an unprofitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.
The Tickeron Profit vs. Risk Rating rating for this company is 100 (best 1 - 100 worst), indicating that the returns do not compensate for the risks. MBLY’s unstable profits reported over time resulted in significant Drawdowns within these last five years. A stable profit reduces stock drawdown and volatility. The average Profit vs. Risk Rating rating for the industry is 89, placing this stock worse than average.
MBLY | ||
|---|---|---|
OUTLOOK RATING 1..100 | 9 | |
VALUATION overvalued / fair valued / undervalued 1..100 | 28 Undervalued | |
PROFIT vs RISK RATING 1..100 | 100 | |
SMR RATING 1..100 | 97 | |
PRICE GROWTH RATING 1..100 | 77 | |
P/E GROWTH RATING 1..100 | 18 | |
SEASONALITY SCORE 1..100 | 55 |
Tickeron ratings are formulated such that a rating of 1 designates the most successful stocks in a given industry, while a rating of 100 points to the least successful stocks for that industry.
| AUR | MBLY | |
|---|---|---|
| RSI ODDS (%) | 1 day ago 90% | 1 day ago 90% |
| Stochastic ODDS (%) | 1 day ago 84% | 1 day ago 80% |
| Momentum ODDS (%) | 1 day ago 86% | 1 day ago 83% |
| MACD ODDS (%) | 1 day ago 90% | 1 day ago 76% |
| TrendWeek ODDS (%) | 1 day ago 86% | 1 day ago 82% |
| TrendMonth ODDS (%) | 1 day ago 87% | 1 day ago 80% |
| Advances ODDS (%) | 3 days ago 85% | 8 days ago 76% |
| Declines ODDS (%) | 9 days ago 86% | 1 day ago 80% |
| BollingerBands ODDS (%) | 1 day ago 90% | N/A |
| Aroon ODDS (%) | 1 day ago 88% | 1 day ago 72% |
Long-Term Analysis
It is best to consider a long-term outlook for a ticker by using Fundamental Analysis (FA) ratings. The rating of 1 to 100, where 1 is best and 100 is worst, is divided into thirds. The first third (a green rating of 1-33) indicates that the ticker is undervalued; the second third (a grey number between 34 and 66) means that the ticker is valued fairly; and the last third (red number of 67 to 100) reflects that the ticker is overvalued. We use an FA Score to show how many ratings show the ticker to be undervalued (green) or overvalued (red).
AUR’s FA Score shows that 1 FA rating(s) are green while MBLY’s FA Score has 2 green FA rating(s).
- AUR’s FA Score: 1 green, 4 red.
- MBLY’s FA Score: 2 green, 3 red.
Short-Term Analysis
It is best to consider a short-term outlook for a ticker by using Technical Analysis (TA) indicators. We use Odds of Success as the percentage of outcomes which confirm successful trade signals in the past.
If the Odds of Success (the likelihood of the continuation of a trend) for each indicator are greater than 50%, then the generated signal is confirmed. A green percentage from 90% to 51% indicates that the ticker is in a bullish trend. A red percentage from 90% - 51% indicates that the ticker is in a bearish trend. All grey percentages are below 50% and are considered not to confirm the trend signal.
AUR’s TA Score shows that 4 TA indicator(s) are bullish while MBLY’s TA Score has 4 bullish TA indicator(s).
- AUR’s TA Score: 4 bullish, 6 bearish.
- MBLY’s TA Score: 4 bullish, 3 bearish.
Price Growth
AUR (@Auto Parts: OEM) experienced а -10.00% price change this week, while MBLY (@Auto Parts: OEM) price change was -1.82% for the same time period.
The average weekly price growth across all stocks in the @Auto Parts: OEM industry was -4.31%. For the same industry, the average monthly price growth was -10.88%, and the average quarterly price growth was -18.71%.
Reported Earning Dates
AUR is expected to report earnings on Oct 28, 2026.
MBLY is expected to report earnings on Oct 29, 2026.
Industries' Descriptions
@Auto Parts: OEM (-4.31% weekly)OEM or Original Equipment Manufacturer of auto parts refers to the original producer of a vehicles components, and so OEM car parts are usually identical to the parts used in producing the vehicle in the first place. OEM parts tend to fit the specifications of a particular model, and their compatibility is often guaranteed by the automaker itself. OEM parts could be more expensive to buy (compared to other vendors’ products) when a consumer goes for replacement. However, increased competition from aftermarket parts/third-party vendors could, in some cases, keep EOM prices in check. The industry might progress further in adopting newer technologies like 3D printing to boost supply chain performance and quality. Aptiv PLC, Magna International Inc. and BorgWarner Inc. are major OEMs for autos.
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MBLY and
Correlation & Price change
A.I.dvisor indicates that over the last year, MBLY has been loosely correlated with QS. These tickers have moved in lockstep 43% of the time. This A.I.-generated data suggests there is some statistical probability that if MBLY jumps, then QS could also see price increases.
| Ticker / NAME | Correlation To MBLY | 1D Price Change % | ||
|---|---|---|---|---|
| MBLY | 100% | -1.00% | ||
| QS - MBLY | 43% Loosely correlated | +4.27% | ||
| AUR - MBLY | 43% Loosely correlated | -2.99% | ||
| HSAI - MBLY | 41% Loosely correlated | -7.96% | ||
| VC - MBLY | 36% Loosely correlated | -3.69% | ||
| DCH - MBLY | 35% Loosely correlated | -3.50% | ||
More | ||||
| 1 Day | |||
|---|---|---|---|
| ETFs / NAME | Price $ | Chg $ | Chg % |
| DVND | 39.23 | N/A | N/A |
| Touchstone Dividend Select ETF (DVND) | |||
| EWC | 60.94 | -0.38 | -0.62% |
| iShares MSCI Canada ETF (EWC) | |||
| PRCS | 28.93 | -0.37 | -1.25% |
| Parnassus Core Select ETF | |||
| SGDM | 68.73 | -4.51 | -6.16% |
| Sprott Gold Miners ETF (SGDM) | |||
| ASMU | 23.66 | -3.82 | -13.91% |
| Direxion Daily ASML Bull 2X ETF (ASMU) | |||