Aurora Innovation's free cash flow represents negative 10,044% of revenue and quality sits well below the minimum acceptable threshold — making it an avoid on fundamentals despite 52% analyst upside and a recent trend of narrowing per-share losses.
Thesis pillars
- Fundamental Quality Below Floor→Stable
- High Justified Short Interest↓Deteriorating
- Loss Reduction Earnings Trend↓Deteriorating
- +2 more pillars — see the Why tab for full reasoning
Pillars as of Jul 3, 2026, based on the 10-K filed Feb 11, 2026
Aurora Innovation, Inc. (AUR) Stock Analysis
Consumer Cyclical · Auto Parts
Sell if holding. Engine safety override at $5.09: Quality below floor (1.9 < 4.0) triggers a hard block regardless of the otherwise-positive setup — overall score 5.6/10 and A.R:R 8.9:1 is above the 1.5:1 BUY gate. Specifically: High short interest: 20%; Elevated put/call ratio: 27.96; Below-average business quality.
Aurora Innovation develops autonomous self-driving technology and launched driverless commercial trucking operations in April 2025 via its Aurora Driver for Freight subscription service, targeting U.S. interstate freight corridors. The company plans a Driver as a Service model... Read more
Sell if holding. Engine safety override at $5.09: Quality below floor (1.9 < 4.0) triggers a hard block regardless of the otherwise-positive setup — overall score 5.6/10 and A.R:R 8.9:1 is above the 1.5:1 BUY gate. Specifically: High short interest: 20%; Elevated put/call ratio: 27.96; Below-average business quality. Chart setup: No clear chart pattern; technical signals are mixed. Score 5.6/10, moderate confidence.
Passes 5/7 gates (favorable risk/reward ratio, no SEC red flags, earnings proximity no date, semi cycle peak clear, materials cycle peak clear). Fails on weak momentum and clean insider activity. Suitability: speculative.
About Aurora Innovation, Inc.
About Aurora Innovation, Inc.
Aurora Innovation incurred a $816 million net loss in fiscal 2025 as it transitioned from pure R&D to commercial operations, launching driverless commercial trucking in April 2025 with Hirschbach and Uber Freight after accumulating over 2,000 awarded and pending patents worldwide. The company employs approximately 1,900 people, roughly 1,600 of whom are focused on engineering and product, and first recognized commercial revenue in the fiscal quarter ended June 30, 2025.
Aurora commercializes the Aurora Driver through two subscription services: Aurora Driver for Freight, targeting Class 8 trucking on high-volume interstate corridors, and Aurora Driver for Rides, targeting ride-hailing in partnership with Toyota and Uber. Early commercialization involves Aurora owning or leasing an initial fleet and investing in freight terminals; the company then plans to transition to an asset-light Driver as a Service model in which fleet operators own the vehicles and Aurora earns a fee per mile. Strategic manufacturing partnerships with PACCAR and Volvo cover vehicle integration, while AUMOVIO provides Tier 1 automotive supply chain support. Revenue remains nascent — the company expects significant losses to continue until commercial scale is achieved. Aurora's first driverless launch targeted Texas, which the company describes as having the largest freight market in the U.S. and a favorable regulatory environment.
Show full overview
Aurora's 10-K discloses reliance on single or limited source suppliers for components of the Aurora Driver hardware, meaning supply disruptions or component scarcity could cause manufacturing delays and materially affect the commercialization timeline. Aurora also faces competition from well-funded peers including Waymo, Tesla, Zoox/Amazon, and Torc Robotics, several of which have substantially greater financial and R&D resources; if any competitor broadly commercializes before Aurora, it may capture customer and partner relationships that might otherwise have been available to Aurora.
See also: Consumer Cyclical · Auto Parts
From Aurora Innovation, Inc.'s most recent 10-K filing, extracted June 9, 2026.
Recent developments
updated 2026-10-29Recent Developments — Aurora Innovation, Inc.
Latest news
- NEWS Needham Maintains Buy on Aurora Innovation, Lowers Price Target to $10 — benzinga Oct 29, 2026 negative
- NEWS 12 Information Technology Stocks Moving In Wednesday's After-Market Session — benzinga Oct 28, 2026 neutral
- NEWS Aurora Innovation Lowers FY2026 Sales Guidance from $14.000M-$16.000M to $9.000M vs $14.996M Est — benzinga Oct 28, 2026 negative
- NEWS Aurora Innovation Q3 EPS $(0.12), Inline, Sales $3.000M Beat $2.987M Estimate — benzinga Oct 28, 2026 positive
- NEWS Aurora Innovation Signs MOU with Charger Logistics for Up to 500 Autonomous Trucks — fiscal.ai Oct 26, 2026 positive
Generated 2026-10-29T11:53:50Z.
Upcoming dated catalysts
Thesis
Key Metrics
Quality Signals
Options Flow
Concentration Risks(10-K Item 1A)
- HIGHSuppliersingle or limited source suppliers10-K Item 1A: 'are also dependent on our suppliers, some of which are single or limited source suppliers'
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results. How we score · Editorial policy
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Rating Breakdown
3 floor-breakers·2 ceiling hits
Quality below the gate floor. Component breakdown shows what dragged the score down.static
Volatile — 6.1% daily ATR makes tight stops impractical. Position-size conservatively.static
Price action weak — below key moving averages, no momentum carry. Needs a base before trend-continuation setups apply.static
Price Targets
Position Sizing
Risk Alerts
Earnings
Verdict History
Frequently Asked Questions
Sell if holding. Engine safety override at $5.09: Quality below floor (1.9 < 4.0) triggers a hard block regardless of the otherwise-positive setup — overall score 5.6/10 and A.R:R 8.9:1 is above the 1.5:1 BUY gate. Specifically: High short interest: 20%; Elevated put/call ratio: 27.96; Below-average business quality. Chart setup: No clear chart pattern; technical signals are mixed. Prior stop was $4.73. Score 5.6/10, moderate confidence.
Analyst target: $10.56 (+107.4% upside). Prior stop was $4.73. Stop-loss: $4.73.
Concentration risk — Supplier: single or limited source suppliers; Quality below floor (1.9 < 4.0).
Aurora Innovation, Inc. trades at a P/E of N/A (forward -11.3). TrendMatrix value score: 9.0/10. Verdict: Sell.
16 analysts cover AUR with a consensus score of 3.8/5. Average price target: $12.
What does Aurora Innovation, Inc. do?Aurora Innovation develops autonomous self-driving technology and launched driverless commercial trucking operations in...
Aurora Innovation develops autonomous self-driving technology and launched driverless commercial trucking operations in April 2025 via its Aurora Driver for Freight subscription service, targeting U.S. interstate freight corridors. The company plans a Driver as a Service model earning revenue on a fee-per-mile basis, with ~1,900 employees and a $816 million net loss in fiscal 2025.