AUR

Aurora Innovation

$7.07

-1.39%
May 22, 2026
Bobby Quantitative Model
Aurora Innovation is a technology company developing the Aurora Driver, a full-stack self-driving system designed for freight-hauling trucks and ride-hailing vehicles, operating in the autonomous vehicle (AV) industry. The company is a pure-play autonomous technology developer, positioning itself as a platform-agnostic partner for commercial deployment rather than a vehicle manufacturer. The current investor narrative is heavily focused on its transition from a pre-revenue R&D entity to a commercial-stage operator, with recent news highlighting its operational leap into commercial deployment, which is seen as a critical, albeit high-risk, validation step for its long-term business model.

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AUR 12-Month Price Forecast

Historical Price
Current Price $7.07
Average Target $7.07
High Target $8.1305
Low Target $6.0095

Wall Street consensus

Most Wall Street analysts maintain a constructive view on Aurora Innovation's 12-month outlook, with a consensus price target around $9.19 and implied upside of +30.0% versus the current price.

Average Target

$9.19

4 analysts

Implied Upside

+30.0%

vs. current price

Analyst Count

4

covering this stock

Price Range

$6 - $9

Analyst target range

Buy
1 (25%)
Hold
2 (50%)
Sell
1 (25%)

Analyst coverage is limited, with only 4 analysts providing estimates, indicating this is a specialized, high-conviction story with less institutional scrutiny, which can lead to higher volatility. The consensus sentiment appears mixed but leans cautiously optimistic, with recent ratings including a 'Buy' from Needham and a 'Hold' from TD Cowen, while Goldman Sachs maintains a 'Neutral' stance. The average revenue estimate for the period is approximately $3.25 billion, which represents a monumental growth expectation from the current $1 million quarterly run-rate, highlighting the transformative commercial scale analysts are modeling for the future. The wide range between the low revenue estimate of $2.25 billion and the high of $4.88 billion signals very high uncertainty and divergent views on the pace and scale of Aurora's commercial ramp-up, with the high target likely baking in successful, rapid deployment and the low target reflecting a more cautious or delayed adoption scenario.

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Bulls vs Bears: AUR Investment Factors

The bull case for Aurora is driven by explosive technical momentum and the critical transition from R&D to generating commercial revenue, supported by a strong liquidity position and massive analyst growth expectations. The bear case centers on an extreme valuation disconnected from current financial reality, heavy ongoing cash burn, and extreme volatility that exposes investors to large drawdowns. Currently, the bear side presents stronger fundamental evidence due to the unsustainable financial metrics and valuation levels that price in near-perfect execution. The single most important tension in the investment debate is the chasm between the company's current $1 million quarterly revenue run-rate and the multi-billion dollar commercial scale required to justify its $7.1 billion market cap. The resolution of this tension—through either successful, rapid deployment or a failure to scale—will ultimately determine the investment outcome.

Bullish

  • Explosive Technical Momentum: The stock has surged 72.1% over the past 3 months and 86.7% over 6 months, dramatically outperforming the SPY. This powerful uptrend, with the stock trading at 90% of its 52-week high, signals a major positive sentiment shift and potential validation of its commercial prospects.
  • Transition to Commercial Revenue: Aurora reported its first revenue of $1.0 million in Q4 2025, moving from a pre-revenue R&D entity to a commercial-stage operator. This operational leap, highlighted by recent news, is a critical validation step for its long-term business model in autonomous trucking.
  • Strong Balance Sheet Liquidity: The company has a robust current ratio of 11.86 and a low debt-to-equity ratio of 0.073, providing significant financial flexibility to fund its cash-intensive development phase without immediate solvency concerns.
  • Massive Analyst Growth Expectations: Analysts project average future revenue of $3.25 billion, representing monumental growth from the current $1 million quarterly run-rate. This reflects high conviction in the company's ability to achieve transformative commercial scale.

Bearish

  • Extreme Valuation with No Profits: With a PS ratio of 2,353.92x, EV/Sales of 3,724.16x, and a forward PE of -18.21x, the stock is priced for flawless, massive future success. Any commercial delay or misstep could trigger severe multiple compression given the lack of current earnings support.
  • Heavy Cash Burn and Deep Losses: The company burned -$612 million in trailing free cash flow and reported a Q4 net loss of -$206 million with an operating margin of -300.33%. This unsustainable financial profile necessitates continuous capital raises, risking shareholder dilution.
  • Extreme Volatility and High Beta: A beta of 2.586 means the stock is 158.6% more volatile than the market, with a maximum drawdown of -53.69% in the data period. This extreme volatility makes it unsuitable for risk-averse investors and prone to sharp corrections.
  • Nascent Revenue vs. Lofty Targets: Analyst revenue estimates range from $2.25B to $4.88B, indicating very high uncertainty. The gap between the current $1M quarterly revenue and these targets is astronomical, highlighting execution risk and the potential for disappointment.

AUR Technical Analysis

The stock is in a powerful, sustained uptrend, with a 1-year price change of +13.05% and a more explosive 6-month gain of +86.68%, signaling a significant bullish reversal. As of the latest close at $7.71, the stock is trading near the top of its 52-week range, approximately 90% of the distance from its 52-week low of $3.60 to its high of $8.565, indicating strong momentum but also potential vulnerability to a pullback from overbought conditions. The short-term momentum is exceptionally strong, with the stock surging 45.47% over the past month and 72.10% over the past three months, dramatically outpacing the SPY's returns of 5.6% and 8.42%, respectively, and signaling accelerating bullish sentiment and potential speculative fervor. This recent explosive move, highlighted by the 1-month relative strength of +39.87%, diverges sharply from the more modest 1-year performance, suggesting a major positive catalyst or sentiment shift is driving the stock. Key technical support is anchored at the 52-week low of $3.60, while immediate resistance sits at the recent 52-week high of $8.565; a decisive breakout above $8.57 would confirm the bullish trend's strength, whereas a failure here could trigger a consolidation. With a beta of 2.586, the stock exhibits extreme volatility, being 158.6% more volatile than the broader market, which necessitates outsized risk tolerance from investors, as evidenced by the maximum drawdown of -53.69% within the provided data period.

Beta

2.59

2.59x market volatility

Max Drawdown

-53.7%

Largest decline past year

52-Week Range

$4-$9

Price range past year

Annual Return

+17.2%

Cumulative gain past year

PeriodAUR ReturnS&P 500
1m+36.8%+4.8%
3m+48.2%+8.2%
6m+87.0%+13.1%
1y+17.2%+27.9%
ytd+82.7%+9.3%

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AUR Fundamental Analysis

Aurora's revenue trajectory remains in its nascent commercial phase, with Q4 2025 revenue of just $1.0 million, though this marks the first quarter of reported revenue after multiple quarters of $0, signaling the very beginning of commercial operations. The company's net loss for Q4 2025 was substantial at -$206 million, and its gross margin was an anomalous 380% due to a gross profit of $380 million on only $1 million in revenue, a figure that is not indicative of a sustainable operating model and is likely driven by non-operational accounting items like changes in the valuation of liabilities. Profitability remains deeply negative, with a trailing net margin of -272% and an operating margin of -300.33%, reflecting the immense R&D and operational costs required to develop and deploy autonomous technology before achieving scale. The balance sheet shows a strong liquidity position with a current ratio of 11.86, but the company is a significant consumer of cash, burning -$612 million in trailing twelve-month free cash flow, necessitating continued access to capital markets to fund operations. The debt-to-equity ratio is a low 0.073, indicating minimal financial leverage, but the negative Return on Equity of -38.13% underscores the heavy losses relative to shareholder capital as the company invests for future growth.

Quarterly Revenue

$1000000.0B

2025-12

Revenue YoY Growth

N/A

YoY Comparison

Gross Margin

+380.00%

Latest Quarter

Free Cash Flow

$-612000000.0B

Last 12 Months

Revenue & Net Income Trends (2 Years)

Revenue Breakdown

Reportable Segment

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Valuation Analysis: Is AUR Overvalued?

Given the company's negative net income of -$206 million, the primary valuation metric is the Price-to-Sales (PS) ratio, which stands at an astronomically high 2,353.92x based on trailing revenue, reflecting its pre-revenue/early-revenue stage where the market is valuing future potential, not current sales. There is no meaningful industry average PS ratio provided for comparison, but such an extreme multiple is typical for pre-profit, high-potential technology disruptors and indicates that nearly all of the $7.06 billion market cap is pricing in massive future commercial success. Historically, the stock's own PS ratio has been even higher, reaching 7,430.4x as of Q4 2025, suggesting the current multiple, while still extreme, represents a significant contraction as the company begins to generate nominal revenue, though it remains near the top of its own historical valuation band, implying high embedded expectations. The forward PE ratio is also negative at -18.21x, confirming that profitability is not expected in the near term, and the EV/Sales ratio of 3,724.16x further emphasizes the premium placed on future growth prospects over current financial reality.

PE

-8.7x

Latest Quarter

vs. Historical

Mid-Range

5-Year PE Range -21x~0x

vs. Industry Avg

N/A

Industry PE ~N/A*

EV/EBITDA

-8.0x

Enterprise Value Multiple

Investment Risk Disclosure

Financial & Operational Risks are severe and center on Aurora's pre-profit, cash-burning business model. The company reported a Q4 2025 net loss of -$206 million, an operating margin of -300.33%, and is consuming cash at a rate of -$612 million (TTM FCF). With revenue of just $1 million, the company is entirely dependent on its $2.3 billion in cash (implied by market cap and EV) to fund operations, creating a finite runway and high risk of future shareholder dilution through capital raises. The anomalous 380% gross margin in Q4 is not sustainable and indicates financials are distorted by non-operational items, obscuring the true cost structure.

Market & Competitive Risks are amplified by Aurora's extreme valuation and the nascent, competitive AV industry. Trading at a PS ratio of 2,353.92x and EV/Sales of 3,724.16x, the stock is vulnerable to severe valuation compression if growth expectations are not met or if market sentiment shifts away from speculative, pre-profit tech stocks. The high beta of 2.586 indicates the stock is highly sensitive to broader market downturns. Furthermore, the autonomous trucking space is capital-intensive and competitive, with regulatory hurdles and technological challenges that could delay or derail commercial scaling, as reflected in the wide dispersion of analyst revenue targets ($2.25B to $4.88B).

Worst-Case Scenario involves a combination of technical setbacks in autonomous system deployment, slower-than-expected regulatory approval, and a tightening capital market environment. This could lead to a significant earnings miss, a downward revision of long-term revenue targets, and an urgent need for dilutive financing. In this adverse scenario, the stock could realistically revisit its 52-week low of $3.60, representing a downside of approximately -53% from the current price of $7.71. The historical maximum drawdown of -53.69% within the provided data period supports the potential for such a severe decline if sentiment reverses sharply.