-11%

est. 2Y upside i

Series D+

Rank

#3815

Sector

Self-driving Technology

Est. Liquidity

~0Y

Data Quality

Data: High

Aurora presents a high-risk, high-reward equity opportunity.

Last updated: March 10, 2026

Bull (10%)+75%

Aurora successfully scales its driverless network to over 200 trucks by year-end 2026 and achieves its $80M run-rate revenue target, demonstrating strong customer adoption and operational efficiency. The second-generation hardware significantly reduces costs, and the company maintains its perfect safety record, leading to increased market confidence and a valuation of ~$15.7B, driven by strong execution in autonomous freight.

Base (40%)+10%

Aurora continues to make operational progress, expanding its driverless routes and truck deployments, but faces persistent challenges in accelerating revenue growth beyond the $14-16M guidance for 2026 due to intense competition from Waymo and Cruise, and high regulatory hurdles. The company maintains its current valuation of ~$9.85B as it slowly progresses towards its 2028 positive free cash flow target.

Bear (50%)-45%

Aurora's high cash burn rate of ~$190-220M per quarter in 2026, coupled with slower-than-expected commercialization and continued deep losses, leads to a need for further dilutive funding rounds. An incident or increased regulatory scrutiny, or aggressive moves by incumbents like Waymo or Cruise, significantly erodes market confidence, leading to a valuation decline to ~$4.9B.

Est. time to liquidity~0.0 years

Preference Stack Risk

high

Funding Intensity

24%

Investors hold $2.1 billion in liquidation preferences ahead of common stock, representing 23.4% of the current $8.96 billion valuation. In an exit at or below current valuation, common stockholders may see significantly reduced returns.

Dilution Risk

high

The company's high cash burn and ongoing losses suggest a continued need for capital, which could lead to further share issuance and dilution, as evidenced by the use of an ATM program for RSU tax liabilities.

Secondary Liquidity

active

Aurora is publicly traded on Nasdaq (AUR), providing active secondary market liquidity for its shares.

Other 1 role

View all 1 open roles at Aurora

Last updated: February 22, 2026

Questions to Ask at the Interview

Strategic questions based on Aurora's data — designed to show you've done your homework.

  • 1

    Given the intense competition from Waymo and Cruise, how does Aurora plan to differentiate its 'driver-as-a-service' model and capture significant market share in the autonomous freight and ride-hailing sectors over the next two to five years?

  • 2

    With a projected 2026 revenue of $14-16 million and a high cash burn rate, what are the key operational and commercial milestones Aurora needs to hit to confidently achieve positive free cash flow by 2028, and what are the biggest risks to that timeline?

  • 3

    Considering the company is publicly traded and has a significant preference stack from prior funding rounds, how does Aurora envision creating substantial value for common stockholders over a 2-year horizon, and what are the company's plans regarding potential future dilution?

Community

Valuation Sentiment

Our model estimates -11% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.