Aurora Innovation, Inc. (AUR) Stock Forecast Oct. 13, 2026
Analysis updated on Oct. 13, 2026 (UTC) · Alpha · vs marketSwitch to Total · Nasdaq
Aurora Innovation, Inc. (AUR) stock forecast summary
On Oct. 13, 2026, AUR is rated Neutral: its 90-day Alpha forecast sits in the middle 30% of the 5379 stocks scored that day.
Aurora Innovation, Inc. is a large-cap company with a market capitalization of $10.70B. It ranks number 7 by market capitalization among the 38 Services-Computer Integrated Systems Design issuers in our coverage with a current forecast. Its Gross Margin of -500.0% is the lowest of the 33 peers that report one.
A per-ticker accuracy statistic for AUR is published only once its sample size is known. Across our coverage, the out-of-sample test on 4537 stocks from 2025-01-06 to 2026-06-09 produced a positive net return in 73.7% of rebalance periods (factor-neutral book, net of estimated costs). Full backtest report
Expected return relative to the market over the horizon: a positive alpha means the model expects the stock to beat the market, whatever the market does. Ratings: strong buy ≥ +1.3%, buy ≥ +0.5%, sell < -0.5%, strong sell < -1.6% (top 15%, next 20%, middle 30%, next 20%, bottom 15% of the 2026-10-13 signals)
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How AUR ranks among 5379 stocks
90D Alpha forecasts of every company scored, cut into five relative ratings at the 15th, 35th, 65th and 85th percentiles (dashed lines).
Aurora Innovation, Inc. (AUR) fundamentals
Trailing twelve months. The industry median and the rank (1 = highest) are taken over the Services-Computer Integrated Systems Design peers listed below that report each metric.
Valuation & Market
| Metric | AUR | Rank |
|---|---|---|
| Market Cap | $10.70B | 7/38 |
| P/B Ratio | 5.48x | 6/29 |
| EPS | $-0.47 | – |
| Book Value/Share | $0.97 | – |
| Revenue/Share | $0.00 | – |
| FCF/Share | $-0.37 | – |
Profitability & Margins
| Metric | AUR | Rank |
|---|---|---|
| ROE | -46.1% | 21/29 |
| ROA | -41.5% | 26/33 |
| ROIC | -47.2% | 28/35 |
| Gross Margin | -500.0% | 33/33 |
| Operating Margin | -24250.0% | 38/38 |
| Net Margin | -22500.0% | 31/32 |
| EBT Margin | -22500.0% | 39/39 |
| Tax Rate | 0.0% | – |
Financial Health
| Metric | AUR | Rank |
|---|---|---|
| Current Ratio | 11.38x | 2/38 |
| D/E Ratio | 0.11x | 33/34 |
| Financial Leverage | 1.11x | 33/34 |
| Working Capital | $1.14B | 3/38 |
Cash Flow
| Metric | AUR | Rank |
|---|---|---|
| Operating Cash Flow | -$679M | 42/42 |
| Free Cash Flow | -$751M | 25/25 |
| Capital Spending | -$72M | 21/25 |
| FCF/Sales | -18775.0% | 24/24 |
| CapEx/Sales | 1800.0% | 1/24 |
Operational Efficiency
| Metric | AUR | Rank |
|---|---|---|
| Asset Turnover | 0.00x | 28/28 |
| Fixed Assets Turnover | 0.0x | 27/27 |
Income Statement
| Metric | AUR | Rank |
|---|---|---|
| Total Revenue | $4M | 26/28 |
| Operating Income | -$970M | 39/40 |
| Net Income | -$900M | 31/33 |
| R&D Expense | $779M | 1/29 |
| SG&A Expense | $171M | 15/37 |
| Cost of Goods Sold | $25M | 25/37 |
Dividend & Shareholder Information
| Metric | AUR | Rank |
|---|---|---|
| Shares Outstanding | 2004M | – |
Balance Sheet Highlights (USD millions)
| Total Current Assets | $1.25B | 57.8% of assets |
| Cash & Short-term Investments | $136M | 6.3% of assets |
| Total Liabilities | $214M | 9.9% of assets |
AUR quarterly financials and insider trading
Aurora Innovation, Inc. (AUR) industry peers
Companies classified under the same SEC industry code as Aurora Innovation, Inc. (Services-Computer Integrated Systems Design): 44 common-stock issuers with a forecast this week, one row per issuer, largest first. This is a classification match, not a curated list of competitors.
Reveal all forecasts · See exact % predictions for all competitors
Sign up free| Company | 90-Day AI Forecast (Alpha) | Market Cap |
|---|---|---|
| AUR Aurora Innovation, Inc. | ▶ | $10.70B |
| IOT Samsara Inc. | ▲ | $24.17B |
| LDOS Leidos Holdings, Inc. | ▼ | $15.02B |
| CACI Caci International Inc /De/ | ▶ | $13.47B |
| IONQ Ionq, Inc. | ▼ | $13.23B |
| GDDY Godaddy Inc. | ▶ | $13.05B |
| JKHY Jack Henry & Associates Inc | ▶ | $10.73B |
| LNWO Light & Wonder, Inc. | ▼ | $6.09B |
| OTEX Open Text Corp | ▼ | $6.04B |
| SAIC Science Applications International Corp | ▶ | $5.59B |
| WAY Waystar Holding Corp. | ▶ | $5.04B |
| PSN Parsons Corp | ▶ | $4.68B |
| AGYS Agilysys Inc | ▲ | $3.08B |
| NTCT Netscout Systems Inc | ▶ | $2.92B |
| KD Kyndryl Holdings, Inc. | ▶ | $2.67B |
| OSPN Onespan Inc. | ▲ | $671M |
| SLP Simulations Plus, Inc. | ▼ | $374M |
| KDK Kodiak Ai, Inc. | ▼ | $341M |
| TLS Telos Corp | ▲ | $325M |
| ECX Ecarx Holdings Inc. | ▲ | $293M |
| RBBN Ribbon Communications Inc. | ▲ | $270M |
| SMRT Smartrent, Inc. | ▲ | $220M |
| ASUR Asure Software Inc | ▲ | $212M |
| UIS Unisys Corp | ▲ | $160M |
| MRLN Merlin, Inc. | ▼ | $130M |
| CSPI Csp Inc /Ma/ | ▲ | $75M |
| WYY Widepoint Corp | ▶ | $69M |
| ARBE Arbe Robotics Ltd. | ▲ | $65M |
| ODYS Odysight.Ai Inc. | ▼ | $44M |
| STEM Stem, Inc. | ▲ | $39M |
| BNAI Brand Engagement Network Inc. | ▶ | $38M |
| VEEA Veea Inc. | ▼ | $14M |
| FUSE Fusemachines Inc. | ▼ | $11M |
| SLE Super League Enterprise, Inc. | ▶ | $8M |
| GRHI Gold Rock Holdings, Inc. | ▼ | $4M |
| MBAI Mbody Ai Ltd. | ▼ | $3M |
| DAIC Cid Holdco, Inc. | ▼ | $2M |
| OMQS Omniq Corp. | ▶ | $1M |
| CREX Creative Realities, Inc. | ▼ | N/A |
| HCTI Healthcare Triangle, Inc. | ▼ | N/A |
| RIME Algorhythm Holdings, Inc. | ▼ | N/A |
| SEII Sharing Economy International Inc. | ▼ | N/A |
| TSPH Tusimple Holdings Inc. | ▼ | N/A |
| WRD Weride Inc. | ▼ | N/A |
Where AUR sits on the market map
Aurora Innovation, Inc. (AUR) stock news
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Aurora Innovation, Inc. (AUR) stock forecast FAQ
What is the Aurora Innovation, Inc. (AUR) stock forecast?
On Oct. 13, 2026, AUR is rated Neutral: its 90-day Alpha forecast sits in the middle 30% of the 5379 stocks scored that day.
How accurate are Aurora Innovation, Inc. stock predictions?
A per-ticker accuracy statistic for AUR is published only once its sample size is known. Across our coverage, the out-of-sample test on 4537 stocks from 2025-01-06 to 2026-06-09 produced a positive net return in 73.7% of rebalance periods (factor-neutral book, net of estimated costs). Full backtest report
How often are Aurora Innovation, Inc. forecasts updated?
Aurora Innovation, Inc. forecasts are refreshed on trading days as the daily model run completes. The forecast on this page was produced on Oct. 13, 2026.
Which companies are Aurora Innovation, Inc.'s industry peers?
44 issuers in our coverage, AUR included, share the SEC industry code Services-Computer Integrated Systems Design. The largest are: Samsara Inc. (IOT), Leidos Holdings, Inc. (LDOS), Caci International Inc /De/ (CACI), Ionq, Inc. (IONQ), Godaddy Inc. (GDDY), Jack Henry & Associates Inc (JKHY).
This analysis is generated automatically using our proprietary AI systems and should not be considered personalized investment advice. Past performance does not guarantee future results. Always conduct your own research and consider consulting a financial advisor before making investment decisions.