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Model output · Signal date 2026-11-06

Aurora Innovation, Inc. (AUR) Stock Forecast Nov. 6, 2026

Analysis updated on Nov. 6, 2026 (UTC) · Alpha · vs marketSwitch to Total · Nasdaq

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Rating · 90D Unlock rating and forecasts
90-day forecast Sign up free to reveal
30-day forecast Alpha
Rank in coverage of 5150 stocks scored
Rank correlation · 90D -2.0% Spearman, 357 dates
Market Cap $8.91B mid-cap · #8 of 43 peers
Summary

Aurora Innovation, Inc. (AUR) stock forecast summary

Our AI scores Aurora Innovation, Inc. every trading day against every stock it covers. Create a free account and follow it to see its rating and price target.

Aurora Innovation, Inc. is a mid-cap company with a market capitalization of $8.91B. It ranks number 8 by market capitalization among the 43 Services-Computer Integrated Systems Design issuers in our coverage with a current forecast. Its Net Margin of -23325.0% is the lowest of the 27 peers that report one. Its Gross Margin of -600.0% is the lowest of the 33 peers that report one.

For AUR, the Spearman rank correlation between our 90-day forecasts and the returns that followed is -2.0%, measured on 357 forecast dates between 2022-08-19 and 2026-08-07 on this stock's own recent history. A rank correlation runs from -100% to +100%: it measures whether higher forecasts were followed by higher returns, and a value near zero or below means the model has shown little skill on this stock. On the 30-day forecasts the same correlation is 4.0%, measured on 400 forecast dates between 2022-08-19 and 2026-10-07. Across our coverage, the out-of-sample test on 4629 stocks from 2025-01-06 to 2026-08-04 produced a positive net return in 92.9% 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 ≥ +3.1%, buy ≥ +1.5%, sell < -0.5%, strong sell < -1.8% (top 15%, next 20%, middle 30%, next 20%, bottom 15% of the 2026-11-06 signals)

A free account shows the exact forecast, rating and rank of 3 tickers you follow, AUR included.

Price

AUR price chart and AI forecast

AUR
Cross-section · 2026-11-06

How AUR ranks among 5150 stocks

90D Alpha forecasts of every company scored, cut into five relative ratings at the 15th, 35th, 65th and 85th percentiles (dashed lines).

Fundamentals · 2026-09-30

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

MetricAURIndustry medianRank
Market Cap $8.91B $291M 8/43
P/B Ratio 4.96x 2.01x 7/31
EPS $-0.45 – –
Book Value/Share $0.89 – –
Revenue/Share $0.00 – –
FCF/Share $-0.40 – –

Profitability & Margins

MetricAURIndustry medianRank
ROE -52.0% 4.2% 17/22
ROA -46.5% -1.6% 21/28
ROIC -53.0% -4.8% 29/36
Gross Margin -600.0% 37.9% 33/33
Operating Margin -25125.0% -9.9% 37/37
Net Margin -23325.0% -1.0% 27/27
EBT Margin -23325.0% -2.6% 38/38
Tax Rate 0.0% – –

Financial Health

MetricAURIndustry medianRank
Current Ratio 9.68x 1.58x 3/40
D/E Ratio 0.12x 0.59x 32/33
Financial Leverage 1.12x 1.63x 32/33
Working Capital $955M $37M 5/40

Cash Flow

MetricAURIndustry medianRank
Operating Cash Flow -$700M $4M 41/41
Free Cash Flow -$800M $39M 26/26
Capital Spending -$100M -$25M 22/26
FCF/Sales -20000.0% 6.5% 25/25
CapEx/Sales 2500.0% 1.3% 1/25

Operational Efficiency

MetricAURIndustry medianRank
Asset Turnover 0.00x 0.67x 29/29
Fixed Assets Turnover 0.0x 21.0x 29/29

Income Statement

MetricAURIndustry medianRank
Total Revenue $4M $344M 27/29
Operating Income -$1.00B -$5M 38/39
Net Income -$933M -$410K 28/28
R&D Expense $803M $27M 1/29
SG&A Expense $182M $131M 15/36
Cost of Goods Sold $32M $87M 23/37

Dividend & Shareholder Information

MetricAURIndustry medianRank
Shares Outstanding 2020M – –

Balance Sheet Highlights (USD millions)

Total Current Assets$1.06B53.1% of assets
Cash & Short-term Investments$141M7.0% of assets
Total Liabilities$211M10.5% of assets
Quarterly Financial Reports

AUR quarterly financials and insider trading

Industry Peers · Services-Computer Integrated Systems Design

Aurora Innovation, Inc. (AUR) industry peers

Companies classified under the same SEC industry code as Aurora Innovation, Inc. (Services-Computer Integrated Systems Design): 45 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.

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Company 90-Day AI Forecast (Alpha) Market Cap P/E Ratio P/B Ratio
AUR Aurora Innovation, Inc. $8.91B – 5.0x
IOT Samsara Inc. $24.00B 1024.5x 15.0x
LDOS Leidos Holdings, Inc. $16.65B 11.9x 3.2x
IONQ Ionq, Inc. $14.11B 40.8x 2.8x
GDDY Godaddy Inc. $13.87B 13.0x –
CACI Caci International Inc /De/ $13.57B 25.1x 2.9x
JKHY Jack Henry & Associates Inc $12.15B 23.8x 5.8x
QNT Quantinuum Inc. $9.89B – 24.0x
LNWO Light & Wonder, Inc. $6.45B 17.7x 15.3x
SAIC Science Applications International Corp $6.15B 17.2x 4.3x
OTEX Open Text Corp $6.02B 9.4x 1.5x
WAY Waystar Holding Corp. $5.54B 48.1x 1.4x
PSN Parsons Corp $5.31B 31.1x 2.0x
KD Kyndryl Holdings, Inc. $3.55B 19.6x 3.3x
AGYS Agilysys Inc $3.42B 85.3x 9.6x
NTCT Netscout Systems Inc $2.31B 22.4x 1.4x
WRD Weride Inc. $1.38B – –
OSPN Onespan Inc. $797M 11.3x 2.8x
TLS Telos Corp $357M – 3.8x
ECX Ecarx Holdings Inc. $315M – –
SMRT Smartrent, Inc. $308M – 1.4x
ASUR Asure Software Inc $291M – 1.5x
KDK Kodiak Ai, Inc. $257M – –
RBBN Ribbon Communications Inc. $247M 5.8x 0.6x
UIS Unisys Corp $179M – –
MRLN Merlin, Inc. $88M – –
AIOS Aios Tech Inc. $73M – 0.8x
CSPI Csp Inc /Ma/ $72M – 1.6x
WYY Widepoint Corp $62M – 5.3x
ARBE Arbe Robotics Ltd. $52M – 1.3x
MBAI Mbody Ai Ltd. $37M – 1.2x
ODYS Odysight.Ai Inc. $36M – 2.1x
TSPH Tusimple Holdings Inc. $33M – –
BNAI Brand Engagement Network Inc. $33M – 1.7x
CREX Creative Realities, Inc. $27M – 1.4x
STEM Stem, Inc. $21M – –
VEEA Veea Inc. $14M – 1.7x
SLE Super League Enterprise, Inc. $9M – 0.7x
FUSE Fusemachines Inc. $8M – –
GRHI Gold Rock Holdings, Inc. $4M – –
HCTI Healthcare Triangle, Inc. $3M – 0.1x
RIME Algorhythm Holdings, Inc. $1M – –
OMQS Omniq Corp. $1M – –
DAIC Cid Holdco, Inc. N/A – –
SEII Sharing Economy International Inc. N/A – –

Where AUR sits on the market map

Technology · Services-Computer Integrated Systems Design
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News

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FAQ

Aurora Innovation, Inc. (AUR) stock forecast FAQ

What is the Aurora Innovation, Inc. (AUR) stock forecast?

Our AI scores Aurora Innovation, Inc. every trading day against every stock it covers. Create a free account and follow it to see its rating and price target.

How accurate are Aurora Innovation, Inc. stock predictions?

For AUR, the Spearman rank correlation between our 90-day forecasts and the returns that followed is -2.0%, measured on 357 forecast dates between 2022-08-19 and 2026-08-07 on this stock's own recent history. A rank correlation runs from -100% to +100%: it measures whether higher forecasts were followed by higher returns, and a value near zero or below means the model has shown little skill on this stock. On the 30-day forecasts the same correlation is 4.0%, measured on 400 forecast dates between 2022-08-19 and 2026-10-07. Across our coverage, the out-of-sample test on 4629 stocks from 2025-01-06 to 2026-08-04 produced a positive net return in 92.9% 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 Nov. 6, 2026.

Which companies are Aurora Innovation, Inc.'s industry peers?

45 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), Ionq, Inc. (IONQ), Godaddy Inc. (GDDY), Caci International Inc /De/ (CACI), 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.