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Aurora Innovation, Inc. (AUR)

NEGATIVE
Consumer CyclicalAuto PartsUnited States

Fundamental

19

Price

$5.85

Market Cap

$11.40B

Part 1 · What the company is worth

Overview

Aurora Innovation builds self-driving technology for heavy trucks. Its product, the Aurora Driver, is a combination of sensors, computers and software that a truck manufacturer installs so the vehicle can drive itself on highways without a human behind the wheel. Aurora does not build trucks: it partners with truck makers such as PACCAR and Volvo and with freight carriers, and began hauling paying freight without a safety driver on board in 2025.

How it makes money

Aurora plans to charge carriers a per-mile fee once its driverless trucks are operating at scale, a model it calls Driver-as-a-Service — closer to a toll than to a product sale. Today that revenue is tiny: fiscal 2025 revenue was just $3 million, against an operating loss of $901 million, because the company is still in the early, capital-intensive phase of proving the technology and expanding routes before meaningful revenue can follow.

Competitive moat

No identified moat · None

Aurora has technology and safety-validation miles that rivals cannot instantly replicate, but nothing yet locks in a customer or blocks a competitor: Waymo Via, Kodiak Robotics and others are pursuing the same market, truck makers can work with more than one self-driving partner, and no carrier is contractually bound to Aurora long term at this early stage.

What drives demand

Cyclical

Aurora's addressable market is the trucking industry, whose freight volumes rise and fall with industrial output and consumer spending — a cyclical market like the one served by CSX and other freight carriers. Right now, however, Aurora's own revenue is driven far more by how many routes and trucks it can add than by the freight cycle itself, since it is starting from a near-zero base.

Key risks

  • Deeply unprofitable, reliant on continued financing — Aurora lost $816 million in 2025 and burned $581 million of cash from operations; scaling the Driver-as-a-Service business to profitability will require years of additional capital, diluting existing shareholders along the way.
  • Safety and regulatory approval — Operating trucks with no human driver requires approval from regulators in each state and jurisdiction, and a serious accident involving an Aurora-equipped truck could halt operations or trigger new restrictions industry-wide.
  • Dependence on truck maker and carrier partners — Aurora does not manufacture trucks or run a freight business itself; it depends on partners like PACCAR, Volvo and freight carriers choosing to keep investing in the program instead of a rival's technology.
  • Competition from well-funded rivals — Waymo, Kodiak Robotics and other autonomous trucking developers, as well as Tesla's ambitions in autonomy, are racing for the same freight lanes and the same truck-maker partnerships Aurora needs.
  • Unproven economics at scale — No company has yet shown that driverless trucking is profitable at large scale; insurance costs, maintenance, remote operations support and regulatory compliance could all turn out higher than Aurora currently expects.

Customer concentration

Aurora does not disclose customer-level revenue shares. Commercial loads to date have come from a small number of carrier partners — Werner, Schneider, Hirschbach, Uber Freight — concentrating early revenue by necessity, not choice.

The case for

Buyers argue that Aurora is already running commercial driverless freight in Texas ahead of most rivals, that its partnerships with major truck makers and carriers give it a path to scale quickly once the technology is proven, and that trucking's persistent driver shortage creates a large market waiting for a viable alternative.

The case against

Sellers worry that Aurora is burning hundreds of millions of dollars a year against just a few million in revenue, that a single serious accident could set back regulatory approval for years, and that better-funded rivals could out-invest Aurora before its technology reaches meaningful scale.

Written by the editors, published on August 18, 2026

Direct competitors

Who this company fights with for the same customers

Generated on August 23, 2026 with claude-opus-5 — shared with all users

Kodiak AI, Inc.KDK

Kodiak sells a driver-as-a-service autonomous system for Class 8 long-haul and off-road trucks to the same US carriers and shippers Aurora is courting, and is the only other player already running paid driverless freight on public roads.

Torc Robotics, Inc.Not tracked

Torc, the autonomous-truck arm of Daimler Truck, is building a factory-integrated Level 4 Freightliner Cascadia for US hub-to-hub long-haul freight, the same corridors and fleet customers Aurora targets.

Waabi Innovation Inc.Not tracked

Waabi is developing a rival autonomous driver for Class 8 hub-to-hub freight in Texas on the Volvo platform and through Uber Freight, competing for the same truck OEM slots and the same freight network Aurora relies on.

Plus Automation, Inc. (Plus / PlusAI)Not tracked

Plus licenses its SuperDrive Level 4 software to truck manufacturers — Navistar, Scania and MAN of the Traton Group — putting it head to head with Aurora for the OEM partnerships that decide who ships autonomous trucks at volume.

Gatik AI Inc.Not tracked

Gatik already runs fully driverless box trucks on fixed middle-mile routes for Walmart, Kroger and other large US retailers, taking freight volumes and logistics budgets that Aurora also wants to serve.

Balance Sheet & Liquidity

Revenue

$5M

Trailing 12 months (through 6/30/2026)

Net Income

$-900M

Trailing 12 months (through 6/30/2026)

Free Cash Flow

$-612M

Total Equity

$2.14B

Total Liabilities

$203M

Current Ratio

11.38

Interest Coverage

-

Debt/EBITDA

-

Earnings Per Share

Revenue & Net Income

Free Cash Flow

Income Breakdown

Historical statement

Margins over time

Debt over time

How heavy the debt is

Growth grid

Growth — Revenue

Fair Value Estimation

Undervalued

Fair Value

$11.22

Current Price

$5.85

Margin of Safety

+47.9%

Fair Value Range

$10.66 - $11.78

Estimation Methods

Analyst Target:$11.22
DCF:-
PE-based:-
Graham Growth:-
EPV:-
Analyst Consensus:Buy (10B / 6H / 0S)
Last Earnings Surprise:-17.65%

Valuation Metrics

P/E Ratio

-

ROE

-38.1%

P/B Ratio

5.82

P/FCF

-

Gross Margin

-400.0%

ROIC

-37.3%

Profitability Radar

Value Creation (Economic Moat)

ROIC

-37.3%

WACC

17.9%

ROIC − WACC

-55.1 pp

ROIC is below the cost of capital — the company is destroying value for every dollar invested.

Fundamental Analysis Criteria

Passed (3)

  • Debt/Equity ratio
  • Current Ratio
  • Analyst Consensus 63% Buy

Failed (14)

  • EPS shows upward trend
  • Price CAGR -11.14%
  • ROIC -37.3%
  • Gross Margin -400.0%
  • P/B Ratio 5.82
  • Operating Margin -19400.0%
  • Positive Free Cash Flow
  • Return on Tangible Assets
  • Low reliance on intangibles
  • DCF valuation (Unknown)
  • ROE -43.1%
  • Earnings Surprise avg 1.7%
  • Share Dilution 14.0%
  • Piotroski F-Score 4/9

Unavailable (10)

  • P/FCF NaN
  • Dividend Payout NaN%
  • CapEx intensity
  • Interest Coverage
  • Debt/EBITDA
  • Price below Graham Number
  • Revenue Growth 5Y (Finnhub)
  • PEG Ratio (need PE > 0 and growth > 0)
  • Earnings Quality (OCF/Net Income)
  • Net Margin Trend (invalid data)

Piotroski F-Score

4/9

Mixed signals: some areas need attention

score
criteria

Earnings Quality

-

Low quality: investigate accounting

Share Dilution

14.0%

Issuing new shares, diluting ownership

Governance

Executive Team

NameTitleAge
Mr. Christopher Urmson Ph.D.Co-Founder, CEO & Non-Independent Executive Chairman48
Ms. Ossa FisherPresident48
Mr. David MadayChief Financial Officer55
Ms. Shelley WebbSecretary & Chief Legal Officer43
Mr. James Andrew BagnellChief Scientist48
Ms. Stacy Feit C.F.A.Vice President of Investor Relations-
Gerardo InterianoVice President of Government Relations & Public Affairs-
Mr. Nat BeuseChief Safety Officer-
Dr. Sandor Barna Ph.D.Senior Vice President of Hardware56

Audit Risk

6

Board Risk

8

Compensation Risk

9

Shareholder Rights Risk

10

Part 2 · The price and when to enter

This part won't tell you whether the company is worth owning: it helps you choose when to buy it, once the fundamentals have convinced you. Inside: technical analysis, potential, historical drawdowns, gamma exposure.

Latest News

Recent headlines for AUR, sourced from Markets Gazette.

  • 5/18/2026POSITIVE
    Aurora And Berkshire Hathaway's McLane Say Autonomous Trucking Pilot Hit 100% On-Time Performance

    Aurora Innovation Inc. and Berkshire Hathaway's McLane subsidiary have announced a successful autonomous trucking pilot, achieving 100% on-time performance over 280,000 miles. This milestone demonstrates the reliability and efficiency of Aurora's self-driving technology in real-world logistics operations. For investors, this strong performance in a critical sector like trucking suggests significant progress towards commercial viability and could bolster confidence in Aurora's future revenue potential and market adoption.

  • 5/1/2026POSITIVE
    Aurora Innovation shares surge on 500 autonomous truck deal with Hirschbach

    Aurora Innovation Inc. saw its shares climb significantly after announcing a substantial expansion of its partnership with Hirschbach Motor Lines. The refrigerated freight carrier has indicated its intention to deploy 500 of Aurora's autonomous trucks, marking a major step towards commercialization. A non-binding Memorandum of Understanding (MOU) outlines the framework for deliveries to commence in 2027, with definitive terms anticipated soon. This development is a strong indicator of market acceptance and potential revenue growth for Aurora's autonomous driving technology, boosting investor confidence.

  • 3/10/2026POSITIVE
    Is This Autonomous Trucking Stock a Buy in March?

    Aurora Innovation Inc. experienced a strong performance in February, signaling potential upside for investors in March. While specific financial figures are not detailed, the positive momentum suggests that the company's autonomous trucking technology is gaining traction or that market sentiment towards the stock has improved. Investors are likely watching for continued progress in development, regulatory approvals, and potential commercial partnerships that could further validate the company's long-term growth prospects.

  • 3/5/2026POSITIVE
    Why Aurora Innovation Zoomed 11% Higher in February

    Aurora Innovation Inc., an autonomous truck technology developer, reported significant progress in February, causing its stock to surge 11%. This notable increase suggests investors are rewarding the company's technological advancements and growth prospects in the autonomous logistics sector. The market appears to be reacting positively to recent developments, anticipating potential commercial deals or the nearing of full operational capability for Aurora's self-driving systems.

via Markets Gazette