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Aurora Innovation, Inc. (AUR)

$6.77 +$0.14 (+2.07%) |Avoid · 18
Signals are mixed — the Council read leans SELL (33/100) while the AI fundamental score is 18/100 (grade F); the two lenses disagree, so weigh the breakdown below. Strongest signal: Izzy Englander bullish · Biggest watch-out: Seth Klarman bearish.
MCap: $13.26B| Vol: 14.88M| Target: $5.00 (-26.1%)| 52-wk range: $3.60 – $8.56
Data from FMP · Methodology

For informational purposes only. Not financial advice. Analysis by Sedat ANAK, Founder & Editor-in-Chief | AI-powered analysis. Data sourced from SEC filings and institutional-grade financial providers. Editorially reviewed. Not financial advice.

Aurora Innovation, Inc. (AUR) trades at $6.77 with AI Score 18/100 (Grade F). Aurora Innovation, Inc. is a self-driving technology company focused on developing the Aurora Driver platform. Market cap: $13.26B, Sector: Technology.

Price live · AI analysis from May 8, 2026
Aurora Innovation, Inc. is a self-driving technology company focused on developing the Aurora Driver platform. The platform integrates hardware, software, and data services to enable autonomous capabilities for various vehicle types.

AUR stock analysis for 2026: Analysts have set a consensus price target of $5.00 for Aurora Innovation, Inc., suggesting 26.1% downside from the current price of $6.77. The AI MoonshotScore is 18/100, indicating a strong bearish outlook. Key factors: analyst coverage, AI-driven quantitative scoring.

Council Score · Weighted Average of 3 Disciplines
SELL 33/100 · D

AUR: 4/7 perspectives are bearish. Dominant signal: Izzy Englander bullish.

How is this calculated? →
Legends Council · 5 Legends + Moon AI
Ray Dalio
Bullish
Ken Griffin
Bearish
Jim Simons
Bullish
Izzy Englander
Bullish
Seth Klarman
Bearish
Moon AI
Bearish
Council Score · 8 perspectives · See tabs for details →

Aurora Innovation, Inc. (AUR) Technology Profile & Competitive Position

CEOChristopher Urmson
Employees1800
HeadquartersPittsburgh, PA, US
IPO Year2021

Aurora Innovation, Inc. is a self-driving technology company developing the Aurora Driver platform, integrating hardware, software, and data services for autonomous vehicles. The platform aims to adapt and interoperate passenger vehicles, light commercial vehicles, and trucks, positioning Aurora in the competitive autonomous vehicle technology sector.

Data Provenance | Financial Data Quantitative Analysis NASDAQ Analysis: May 8, 2026

What Is the Investment Thesis for AUR?

Aurora Innovation operates in the high-growth autonomous vehicle sector. The company's Aurora Driver platform, designed for various vehicle types, presents a significant market opportunity. Key value drivers include successful commercialization of the Aurora Driver, strategic partnerships with vehicle manufacturers, and expansion into new geographic markets. The company's high beta of 2.46 indicates significant market volatility. Potential risks include intense competition, regulatory hurdles, and the capital-intensive nature of autonomous vehicle development. Investors should monitor the company's progress in securing partnerships, achieving technological milestones, and managing operational costs.

Based on FMP financials and quantitative analysis

AUR Key Highlights

  • Market capitalization of $13.26B reflects investor interest in the autonomous vehicle sector.
  • Negative profit margin of -20775.0% indicates substantial ongoing investment in research and development.
  • Gross margin of 4075.0% suggests strong potential profitability upon commercialization of the Aurora Driver platform.
  • The company's focus on a full-stack autonomous driving solution differentiates it from competitors specializing in specific components.
  • Headquartered in Pittsburgh, PA, a growing hub for autonomous vehicle technology, provides access to talent and resources.

Who Are AUR's Competitors?

AUR is benchmarked below against 8 industry peers on price, market cap, and our AI MoonshotScore.

Company Price Change Market Cap AI Score
MKSI MKS Inc. $370.21 +1.27% $25.01B 61
APLD Applied Digital Corporation $33.76 +2.12% $9.65B
JKHY Jack Henry & Associates, Inc. $147.00 +0.09% $10.44B 84
CACI CACI International Inc $504.06 +0.24% $11.14B 58
IDCC InterDigital, Inc. $282.89 +0.53% $7.31B 87
IAIC Information Analysis Incorporated $4.28 +12.34% $81.86M 66
DVLT Datavault AI Inc. $0.38 -1.22% $107.35M 65
NYAX Nayax Ltd. $71.97 +2.49% $2.63B 62

AI Score by Stock Expert AI · Price data: FMP / Yahoo Finance

What Are AUR's Key Strengths?

  • Comprehensive Aurora Driver platform for various vehicle types.
  • Strong focus on safety and reliability.
  • Strategic partnerships with established companies.
  • Expertise in AI and machine learning.

What Are AUR's Weaknesses?

  • High operating expenses and negative profit margin.
  • Dependence on strategic partnerships for market access.
  • Limited commercial deployment to date.
  • Intense competition in the autonomous vehicle industry.

What Could Drive AUR Stock Higher?

  • Progress in securing regulatory approvals for autonomous vehicle deployment.
  • Announcement of new strategic partnerships with vehicle manufacturers.
  • Advancements in the performance and reliability of the Aurora Driver platform.
  • Expansion of testing and development activities to new geographic regions.

What Are the Key Risks for AUR?

  • Negative return on equity (-39.6%) — the business is not currently generating profit on shareholder capital.
  • Weak fundamentals — a Piotroski F-Score of 2/9 flags soft profitability, leverage or efficiency.
  • Delays in regulatory approvals for autonomous vehicle deployment.
  • Technological setbacks and increased competition.
  • Economic downturn and reduced investment in autonomous vehicle technology.
  • High operating expenses and negative profit margin.
  • Dependence on strategic partnerships for market access.

What Are the Growth Opportunities for AUR?

  • Expansion into the trucking and logistics sector represents a significant growth opportunity for Aurora. The autonomous trucking market is projected to reach billions of dollars in the coming years, driven by the need for increased efficiency and reduced labor costs. Aurora's technology can enable long-haul trucking operations, addressing driver shortages and improving delivery times. Successful deployment in this sector could drive substantial revenue growth.
  • Strategic partnerships with vehicle manufacturers are crucial for accelerating the adoption of Aurora's technology. Collaborating with established automotive companies allows Aurora to integrate its autonomous driving system into existing vehicle platforms and gain access to established distribution networks. These partnerships can also provide valuable data and insights for refining the Aurora Driver platform.
  • Geographic expansion beyond the United States offers another avenue for growth. The demand for autonomous vehicle technology is increasing globally, particularly in densely populated urban areas. Entering new markets requires adapting the Aurora Driver platform to local regulations and infrastructure, but the potential rewards are substantial.
  • Development of advanced sensor technologies and AI algorithms is essential for maintaining a competitive edge. Investing in research and development to improve the performance and reliability of the Aurora Driver platform is critical for attracting customers and securing partnerships. This includes enhancing perception capabilities, improving decision-making algorithms, and optimizing energy efficiency.
  • Offering autonomous driving solutions for public transportation, such as autonomous buses and shuttles, presents a significant market opportunity. Cities around the world are seeking to improve the efficiency and sustainability of their transportation systems. Aurora's technology can enable the deployment of autonomous public transportation fleets, reducing congestion and improving accessibility.

What Opportunities Does AUR Have?

  • Expansion into the trucking and logistics sector.
  • Geographic expansion beyond the United States.
  • Development of advanced sensor technologies and AI algorithms.
  • Offering autonomous driving solutions for public transportation.

What Threats Does AUR Face?

  • Technological obsolescence and disruption.
  • Regulatory uncertainty and evolving safety standards.
  • Cybersecurity risks and data privacy concerns.
  • Economic downturn and reduced investment in autonomous vehicle technology.

What Are AUR's Competitive Advantages?

  • Proprietary Aurora Driver platform with integrated hardware, software, and data services.
  • Strong focus on safety and reliability, building trust with customers and regulators.
  • Strategic partnerships with established vehicle manufacturers and technology companies.
  • Expertise in AI and machine learning, enabling continuous improvement of autonomous driving capabilities.

What Does AUR Do?

Founded in 2017 and headquartered in Pittsburgh, Pennsylvania, Aurora Innovation, Inc. is dedicated to advancing self-driving technology. The company's core offering is the Aurora Driver, a comprehensive platform designed to enable autonomous operation across various vehicle types, including passenger vehicles, light commercial vehicles, and trucks. Aurora Driver integrates a suite of self-driving hardware, software, and data services, providing a full-stack solution for autonomous vehicle development and deployment. Aurora's technology aims to improve safety, efficiency, and accessibility in transportation and logistics. By focusing on a platform approach, Aurora seeks to create a versatile and scalable solution that can be adapted to different vehicle types and use cases. The company operates primarily in the United States, targeting the growing market for autonomous vehicle technology.

What Products and Services Does AUR Offer?

  • Develops the Aurora Driver, a self-driving platform.
  • Integrates hardware, software, and data services for autonomous vehicles.
  • Adapts its technology to passenger vehicles, light commercial vehicles, and trucks.
  • Focuses on improving safety, efficiency, and accessibility in transportation.
  • Provides a full-stack solution for autonomous vehicle development and deployment.
  • Aims to create a versatile and scalable autonomous driving solution.

How Does AUR Make Money?

  • Developing and licensing the Aurora Driver platform to vehicle manufacturers.
  • Providing data and software services to support autonomous vehicle operations.
  • Generating revenue through strategic partnerships and collaborations.
  • Offering subscription-based access to its autonomous driving technology.

What Industry Does AUR Operate In?

Aurora Innovation operates within the rapidly evolving autonomous vehicle industry. The market is characterized by intense competition, technological innovation, and regulatory uncertainty. Key trends include the development of advanced sensor technologies, the integration of AI and machine learning, and the increasing adoption of electric vehicles. Aurora's focus on a versatile platform positions it to capitalize on the growing demand for autonomous solutions across various vehicle types. The company competes with established automotive manufacturers, technology giants, and specialized autonomous driving startups.

Who Are AUR's Key Customers?

  • Vehicle manufacturers seeking to integrate autonomous driving capabilities.
  • Transportation and logistics companies looking to improve efficiency and reduce costs.
  • Cities and municipalities seeking to enhance public transportation systems.
  • Ride-hailing services aiming to deploy autonomous vehicle fleets.
AI Confidence: 72% Updated: May 8, 2026

FY2026 estForward Outlook

Wall Street analysts project Aurora Innovation, Inc. revenue of about $14.7M for fiscal 2026, with EPS near $-0.46. The estimate reflects 9 contributing analysts.

F-Score 2/9Financial Health

Aurora Innovation, Inc.'s Piotroski F-Score is 2/9, a 9-point checklist of profitability, leverage and efficiency — flagging fundamental weakness worth scrutiny. Its Altman Z-Score of 31.19 places it in the safe zone, indicating low near-term bankruptcy risk.

ROE -40%Key Financial Metrics

Return on equity for Aurora Innovation, Inc. stands at -39.6%, a gauge of how efficiently it converts shareholder capital into profit. Return on assets is -38.0%, showing how much profit it generates from its asset base. Its free cash flow yield is -5.3%, a gauge of the cash the business throws off relative to its market value. A current ratio of 9.49 indicates the company holds enough short-term assets to cover its near-term obligations. Its earnings yield is -6.8%, the inverse of the P/E and a quick read on earnings relative to price.

Aurora Innovation, Inc. (AUR) Valuation Context

Valued at $13.26B, AUR is classified as a large-cap stock. Relative to its peer group, AUR's quantitative score of 18/100 is below the peer average of 73/100.

Company Profile

Aurora Innovation, Inc. operates in the Information Technology Services industry within the Technology sector. It is headquartered in Pittsburgh, US. The company is led by CEO Christopher Urmson. AUR has traded publicly since 2021.

AUR Financials

Fundamental Snapshot

Net Income Growth (FY)
-9.1%
EPS Growth (FY)
+4.3%
Free Cash Flow Growth (FY)
+5.1%
Return on Equity (TTM)
-39.6%
Current Ratio
9.5

Based on FMP financials and quantitative analysis · FY 2025

Bull Case vs Bear Case

Bull Case

  • Recent insider buying suggests confidence in Aurora's growth prospects, indicating that key stakeholders believe in the company's future.
  • Community sentiment has shifted positively, with discussions highlighting the innovative advancements in their autonomous vehicle technology.
  • Collaborations with major automotive players have sparked optimism, as partnerships can enhance credibility and market reach.
  • The increasing demand for autonomous solutions in various sectors aligns well with Aurora's strategic vision, positioning them favorably in a growing market.

Bear Case

  • Concerns regarding regulatory hurdles for autonomous vehicles persist, leading to skepticism about the speed of market adoption.
  • Recent social sentiment shows some community members questioning the scalability of Aurora's technology amid increasing competition.
  • Insider selling activity has raised red flags for some investors, suggesting a lack of confidence from certain stakeholders.
  • Market perception remains cautious, as many investors are still wary of the long-term viability of autonomous driving companies in a volatile environment.

AI-generated arguments based on insider flow, news sentiment and technicals — not financial advice · April 2026

AUR Latest News

AUR Analyst Consensus

Consensus Rating

Aggregated Buy/Hold/Sell recommendations from Benzinga, Yahoo Finance, and Finnhub for AUR.

Price Targets

Consensus target: $5.00

AUR MoonshotScore

18/100

What does this score mean?

The MoonshotScore rates AUR's growth potential on a scale of 0-100 across multiple factors including innovation, market disruption, financial health, and momentum.

Latest Aurora Innovation, Inc. Analysis

Leadership: Christopher Urmson

CEO

Christopher Urmson is a prominent figure in the field of autonomous vehicles. He holds a Ph.D. in Robotics from Carnegie Mellon University. Prior to joining Aurora Innovation, Urmson was a key member of Google's self-driving car project (now Waymo), where he served as the chief technology officer. His extensive experience in robotics and autonomous systems makes him a respected leader in the industry.

Track Record: Under Urmson's leadership, Aurora Innovation has focused on developing the Aurora Driver platform and forging strategic partnerships with vehicle manufacturers. Key milestones include securing partnerships with Toyota and Volvo, as well as advancing the development of autonomous trucking capabilities. He manages 1800 employees.

Common Questions About AUR (Technology)

What does Aurora Innovation, Inc. do?

Aurora Innovation, Inc. is a self-driving technology company focused on developing the Aurora Driver platform. This platform integrates hardware, software, and data services to enable autonomous capabilities for various vehicle types, including passenger vehicles, light commercial vehicles, and trucks. The company aims to improve safety, efficiency, and accessibility in transportation and logistics by providing a full-stack solution for autonomous vehicle development and deployment.

What do analysts say about AUR stock?

Analyst coverage of Aurora Innovation, Inc. reflects the high-growth potential of the autonomous vehicle sector, but also acknowledges the risks associated with the company's early stage of development. Key valuation metrics include revenue growth projections and potential market share. Analysts are closely monitoring the company's progress in securing partnerships, achieving technological milestones, and managing operational costs. The high beta of 2.46 suggests significant market volatility.

What are the main risks for AUR?

The main risks for Aurora Innovation, Inc. include delays in regulatory approvals for autonomous vehicle deployment, technological setbacks and increased competition, and an economic downturn that could reduce investment in autonomous vehicle technology. The company also faces risks related to high operating expenses, negative profit margins, and dependence on strategic partnerships for market access. Cybersecurity risks and data privacy concerns are also significant considerations.

What are the key factors to evaluate for AUR?

Aurora Innovation, Inc. (AUR) holds an AI score of 18/100 (low). Analysts target $5.00 (-26%). Not financial advice.

How frequently does AUR data refresh on this page?

AUR prices update in real time during U.S. market hours. Fundamentals refresh after quarterly filings; analyst ratings and AI insights update daily; news is aggregated continuously.

What has driven AUR's recent stock price performance?

Aurora Innovation, Inc. (AUR) moves on earnings results, analyst revisions, sector rotation, and market sentiment. Notable catalyst: Comprehensive Aurora Driver platform for various vehicle types. See the News tab for the latest drivers. Past performance does not predict future results.

Should investors consider AUR overvalued or undervalued right now?

Valuing Aurora Innovation, Inc. (AUR) requires multiple metrics. Analysts target $5.00 (-26%) — downside risk seen. Compare P/E, P/S, and EV/EBITDA against sector peers for a full view.

What research should beginners do before buying AUR?

Before investing in Aurora Innovation, Inc. (AUR), research these four areas: (1) the company's revenue model and competitive position (see Company Overview), (2) financial health through revenue growth, margins, and cash flow (see MoonshotScore), (3) what Wall Street analysts recommend and their price targets (see Analyst tab), and (4) specific risk factors that could impact the stock (see Risk Factors section).

Disclaimer: This content is for informational purposes only and does not constitute investment advice. Always do your own research and consult a financial advisor.

Official Resources

Price as of Analysis updated AI Score refreshed daily
Data Sources & Methodology
Market data powered by Financial Modeling Prep & Yahoo Finance. AI analysis by Stock Expert AI proprietary algorithms. Technical indicators via industry-standard calculations. Last updated: .
Data Provenance
Sources: Financial Modeling Prep (FMP) — Primary · Yahoo Finance — Fallback · Alpaca — Tertiary
Last fetched:
Cache TTL: Quote 5min · Profile 7d · Financials 7d · Insider 48h
How we use AI: Numbers are pulled directly from FMP & Yahoo Finance — our AI writes the analysis, it never edits the figures.
Data provided as-is for educational purposes. Not financial advice. Methodology

Data provided for informational purposes only.

Analysis Notes
  • Information is based on available data and may be subject to change.
  • Financial metrics are based on the most recent filings and may not reflect current performance.
  • Analyst opinions and ratings are subject to change without notice.
Data Sources

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