Owner Scorecard


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AUR, Aurora Innovation Inc.

Auto Components asset-light UnprofitableCapital build-out

A software business, earning high margins on code once it is written.

The Aurora Driver is designed as a platform to adapt and interoperate amongst a multitude of vehicle types and applications.

To date, we have successfully integrated the Aurora Driver into numerous different vehicle platforms designed to meet its requirements: from passenger vehicles to light commercial vehicles to Class 8 trucks.

Latest annual: FY2025 10-K
AUR · Aurora Innovation Inc.
I

The business

What it sells, where the money comes from, the kind of company it is.

Revenue · FY2025
$3M
Vital signs · TTM, with 5-yr average
Revenue $5M 5-yr avg $31M
ROIC −42% 5-yr avg −50%
Free cash flow margin −15020% 5-yr avg −7305%

Next report Est. 10/26–11/6 · the 10-Q for the quarter ended late September · due within 40 days of period end · has filed ~31 days after · the wire records it on arrival

The business in brief

read the 10-K →

What this business is and what moves its needle, from its own SEC filings.

Situation
Unprofitable. No meaningful revenue yet; the record is the cash on hand against the burn. Capital build-out. Capital spending has surged to 1033% of sales, today's earnings are charged less depreciation than tomorrow's will be.
What moves the needle
Retention and the cost of growth. What decides it: whether customers expand rather than churn, how much of revenue is spent winning the next one, and whether software's gross margin holds as it scales. On its own account, the filing leans hardest on pricing power & competition, set against the numbers in what the filing emphasizes, below.
Is it a good business?
Return on capital has rarely cleared the cost of capital (median −37%, above 15% in 0 of 5 years). Owner earnings, the cash-based check, have been thin too. This is price-taker territory, where the balance sheet and the cycle matter more than any multiple; the rest is in the 10-K.

Every line is arithmetic on the company's filings, shown in full in the sections below.

II

The record

Ten years of arithmetic, read across the cycle.

The record, 2019–2025

realized figures from each filing · older years to the left
2019’192020’202021’212022’222023’232024’242025’25TTMTTMJun 2026
Income statement
$20M$0$82M$68M$0$0$3M$5MRevenueRevenue
131%141%190%n/mn/mSG&A / revenueSG&A/rev
548%850%996%n/mn/mR&D / revenueR&D/rev
($114M)($218M)($731M)($1.9B)($835M)($786M)($901M)($970M)Operating incomeOp. inc.
−579.1%−891.5%n/mn/mn/mOperating marginOp. mgn
($102M)($214M)($760M)($1.7B)($796M)($748M)($816M)Pretax incomePretax
($94M)($214M)($755M)($1.7B)($796M)($748M)($816M)($900M)Net incomeNet inc.
Cash flow & returns
($95M)($192M)($564M)($508M)($598M)($611M)($581M)($679M)Operating cash flowOp. cash
$2M$3M$16M$22M$21M$21M$30M$31MDepreciation & amortizationD&A
($31M)$2M($45M)$1.0B$17M($28M)$17M($15M)Working capital & otherWC & other
$4M$7M$48M$15M$15M$34M$31M$72MCapexCapex
19.5%58.5%22.1%n/mn/mCapex / revenueCapex/rev
($99M)($199M)($612M)($523M)($613M)($645M)($612M)($751M)Owner earningsOwner earn.
−502.8%−746.3%−769.1%n/mn/mOwner earnings marginOE mgn
($99M)($199M)($612M)($523M)($613M)($645M)($612M)($751M)Free cash flowFCF
−502.8%−746.3%−769.1%n/mn/mFree cash flow marginFCF mgn
$23M$0$0$0$0$0AcquisitionsAcquis.
($373M)$343M$250M($852M)$8M($172M)($245M)Investing cash flowInv. cash
$635M$2M$1.5B$11M$831M$492M$834MFinancing cash flowFin. cash
$167M$153M$1.2B($1.3B)$241M($291M)$8MChange in cashΔ cash
-33%-96%-44%-37%-37%-42%ROICROIC
-23%-97%-40%-40%-38%-46%Return on equityROE
−23%−97%−40%−40%−38%−46%Retained to equityRetained/eq
Balance sheet
$246M$387M$1.6B$1.1B$501M$211M$221M$136MCash & investmentsCash+inv
$406M$1.7B$1.1B$1.2B$1.3B$1.3B$1.3BCurrent assetsCur. assets
$32M$91M$83M$111M$105M$111M$110MCurrent liabilitiesCur. liab.
12.7×18.4×13.5×11.0×11.9×11.9×11.4×Current ratioCurr. ratio
$11M$94M$91M$94M$104M$103MNet PP&ENet PP&E
$30M$1.1B$0$0$0GoodwillGoodwill
$619M$3.7B$2.0B$2.2B$2.1B$2.3B$2.2BTotal assetsAssets
($246M)($387M)($1.6B)($1.1B)($501M)($211M)($221M)($136M)Net debt / (cash)Net debt
$132M$348M$217M$250M$263M$203MTotal liabilitiesTotal liab.
$764M$763M$0$0Redeemable interestsRedeemable
($83M)($277M)$3.3B$1.8B$2.0B$1.9B$2.1B$2.0BShareholders’ equityEquity
143.5%268.3%229.4%n/mn/mStock comp / revenueSBC/rev
Per share
254M271M621M1.14B1.33B1.62B1.84B1.96BShares out (diluted)Shares
$0.08$0.00$0.13$0.06$0.00$0.00$0.00$0.00Revenue / shareRev/sh
$-0.37$-0.79$-1.22$-1.51$-0.60$-0.46$-0.44$-0.46EPS (diluted)EPS
$-0.39$-0.73$-0.99$-0.46$-0.46$-0.40$-0.33$-0.38Owner earnings / shareOE/sh
$-0.39$-0.73$-0.99$-0.46$-0.46$-0.40$-0.33$-0.38Free cash flow / shareFCF/sh
$0.02$0.03$0.08$0.01$0.01$0.02$0.02$0.04Cap. spending / shareCapex/sh
$-0.33$-1.02$5.38$1.56$1.50$1.16$1.16$1.00Book value / shareBVPS

The diluted share count moved ×2.29 into 2021 — shares issued, not a split the totals corroborate — and the per-share figures carry the counts as filed.

The diluted share count moved ×1.84 into 2022 — shares issued, not a split the totals corroborate — and the per-share figures carry the counts as filed.

Per-share growththe realized rate an owner's share compounded
6-yr5-yr
Revenue / share−47.4%/yr
Capital spending / share+1.9%/yr−8.2%/yr

Net income is the accountant's number; owner earnings is the cash an owner could take out. The walk between them, off the cash-flow statement, and whether the gap is widening or holding.

In fiscal 2025 the business turned a $816M loss into ($612M) of owner earnings: more cash than the profit line showed, after the non-cash charges and the capital it put back in.

FY2025FY2024FY2023FY2022FY2021
Reported net income($816M)($748M)($796M)($1.7B)($755M)
Depreciation & amortizationnon-cash charge added back+$30M+$21M+$21M+$22M+$16M
Stock-based compensationreal costnon-cash, but a real cost+$188M+$144M+$160M+$156M+$220M
Working capital & othertiming of cash in and out, other non-cash items+$17M−$28M+$17M+$1.0B−$45M
Cash from operations($581M)($611M)($598M)($508M)($564M)
Capital expenditurecash put back in to keep running and to grow−$31M−$34M−$15M−$15M−$48M
Owner earnings($612M)($645M)($613M)($523M)($612M)
Owner-earnings marginowner earnings ÷ revenue-20400%-769%-746%

Owner earnings is the cash an owner could pull out without starving the business: operating cash less the capital it must spend to hold its position . The cash-flow statement also adds stock comp back as non-cash, but it is a real cost paid in shares; counted as the expense it is (less $188M), owner earnings is nearer ($800M).

Maintenance capex is estimated as depreciation where a growing business invests above it; free cash flow is the figure the scorecard's free-cash margin reads.

III

Quality & stewardship

Returns, the balance sheet, capital allocation, and pay.

Owner’s Scorecard

FY2025 10-K · source on SEC EDGAR →

Will it survive?

  • No meaningful interest burden
    Little or no interest expense reported
    What this means

    Little or no interest expense reported, the business isn't leaning on lenders to operate.

  • Net cash, debt-free
    Cash $221M − debt $0
    What this means

    Cash and short-term investments exceed every dollar of debt by $221M, on net the company owes nothing, and can act from strength when others can't. Net debt is the leverage figure that matters: the cash is already set against the debt. Strategic or illiquid investments aren't counted here.

  • Not enough data
    What this means

    The filing data didn't include the inputs for this check.

Is it a good business?

  • Not enough data
    Industry peers: median -42%
    What this means

    The filing data didn't include the inputs for this check.

  • Consumes cash
    Owner earnings ($612M) = operating cash ($581M) − maintenance capex $31M
    Industry peers: median -161%
    What this means

    What an owner could take out without starving the business: operating cash less the maintenance capital it must spend to hold its position — Buffett's owner earnings. That's -20400% of revenue this year. Treating stock comp as the real expense it is (less $188M of SBC) leaves ($800M).

  • Loss, and burning cash
    Net income ($816M) · cash from operations ($581M)
    What this means

    The company reported a net loss, so a conversion ratio isn't meaningful. What matters then is whether operations still threw off cash, here, they did not.

How is the cash used?

  • Not enough data
    What this means

    The filing data didn't include the inputs for this check.

  • Investing or harvesting? 1.03×
    Maintaining
    Capex $31M ÷ depreciation & amortization as filed $30M
    What this means

    Descriptive, not a grade. Above ~1× means investing faster than assets wear out (growth, or, sustained for years, today's earnings carrying less depreciation than tomorrow's will). Below means spending less than it's wearing out (efficiency, or a melting asset base). The ratio won't tell you which; the filings will.

The promise and the pay packet

  • Is the buyback buying ownership, or mopping up? 6266.7%
    Stock pay, share count unread
    Stock compensation $188M (fiscal 2025), 6266.7% of revenue · no repurchases · the share count is not comparable across these years (a split or a first listing sits in the record), so the drift is withheld
    What this means

    Stock handed to employees is a real cost paid in the owner's own currency: it is charged against profit, but the shares it creates are permanent. Many companies repurchase stock at the same time, which looks like a return of capital and often is not — if the count barely moves, the cash merely cancelled the pay packet and bought the owner nothing. The three states worth telling apart are a count genuinely shrinking, a count standing still despite large repurchases, and a count rising because the issuance was never offset at all.

Graham’s defensive tests · 1 of 3 met

Graham’s numerical criteria for the defensive investor (The Intelligent Investor, ch. 14), run on the filings. A floor of safety, not a buy signal; many fine modern businesses fail his strictest liquidity rules by design.

  • Adequate size Miss
    Revenue ≥ $2B · $3M
    What this means

    Big enough to weather a storm. Graham's 1972 floor was ~$100M of sales (≈ $700M today); we use a $2B revenue line as a conservative modern stand-in.

  • Strong liquidity Pass
    Current ratio ≥ 2× · 11.86×
    What this means

    Current assets at least twice current liabilities, near-term bills covered without touching the business. Strict by design: many cash-rich modern firms run leaner and miss it, holding their cushion in longer-dated securities.

  • Earnings stability Miss
    A profit every year (7-yr record) · 7 loss years
    What this means

    Graham wanted earnings in each of the past ten years, the stability a defensive owner leans on.

  • Dividend record
    Uninterrupted dividends · no dividend line tagged in the data
    What this means

    An unbroken dividend was Graham's mark of durability. This record carries no dividends-paid line in any year — common for partnerships, whose distributions file under tags the chain doesn't read — so the criterion is withheld rather than judged on silence.

  • Earnings growth
    Earnings +33% over the record ·
    What this means

    Earnings were negative early in the record, a growth rate isn't meaningful.

  • Moderate price
    P/E ≤ 15 and P/E × P/B ≤ 22.5 · decided by the price
    What this means

    Graham's valuation gate, the wall he kept between a sound business and a sound investment. Three-year average earnings are $-0.39/share (latest year $-0.41), the averaged base the calculator's gate runs on, and book value is $1.07/share. Enter a price in “What the price implies” just below for the P/E, P/B, and whether it clears. But this is the rule Buffett outgrew: there's no hard P/E law, and a wonderful business can deserve a far richer multiple if the thesis holds, treat it as the bargain-hunter's floor, not a verdict on the price.

Durability & moat, 2019–2025

Whether the record’s returns held, and what the capital reinvested earned.

  • Profitable years 0 of 7
    What this means

    Lost money in 7 year(s), look at what happened there before trusting the average.

  • Operating margin −735% → −16378% (2-yr avg ends)
    What this means

    Through the cycle the operating margin slipped — about −735% early to −16378% lately, median −2724% — competition or costs are biting in.

  • Worst year 2025 · −30033.3% op. margin
    What this means

    Operations went underwater in 2025, understand why before trusting the good years.

All figures as filed; the source filing is linked above.

Current Position

as of the latest quarter, Jun 30, 2026

Can the business pay what it owes this year, off the freshest balance sheet: the quality of the assets, the debt actually coming due, and what a low ratio means here.

Current assets$1.3B
  • Cash & short-term investments$136M
  • Other current assets$1.1B
Current liabilities$110M
  • Other current liabilities$110M
Current ratio11.38×all current assets ÷ what's due · Graham looked for 2×
Quick ratio11.38×stricter: inventory excluded
Cash ratio1.24×strictest: cash alone against what's due
Working capital$1.1Bthe cushion left after near-term bills
Cash runway0.2 yrsthe business is consuming cash; this is how long the cash on hand lasts at that rate
Revenue, latest quarter vs. a year ago+100.0%the freshest read on whether the business is still growing
Current ratio, recent quarters13.7× → 11.4×
Deeper floors
Tangible book value$1.3Bequity stripped of goodwill & intangibles
Net current asset value$1.0BGraham's net-net: current assets less all liabilities
Debt incl. operating leases$82M$82M of it operating leases

From the company's latest filing.

Management, ownership & pay

read the proxy →

From the proxy: how much of the business the people running it own, and how they are paid, beside what the business earned for its owners in the same years.

Fiscal yearChief executivePay, as filed“Actually paid”Owner earnings
2021Chris Urmson$429k$429k($612M)
2022Chris Urmson$3.9M$2.2M($523M)
2023Chris Urmson$687k$1.2M($613M)
2024Chris Urmson$403k$292k($645M)
2025Chris Urmson$879k$918k($612M)

Both pay figures are the company’s own, from the pay-versus-performance table its proxy statement files. “As filed” is the Summary Compensation Table total: salary, bonus, and equity awards at their value on the day of grant. “Actually paid” is the SEC’s prescribed recalculation, which re-marks those equity awards to what they became as they vested; it can swing far above or below the filed figure in either direction, and negative years occur. Owner earnings are the whole business's, from the record above, for the same fiscal years.

  • Insider ownership1.5%

    The stake all directors and executive officers hold together, per the 2026 proxy: skin in the game, the first thing Munger reads.

  • Stock-based compensation$188M

    The slice of the business handed to employees in shares in fiscal 2025, 6266.7% of revenue. Buffett's oldest accounting fight: this is compensation, compensation is an expense, real whether or not the headline earnings admit it. One trap: the cash-flow statement adds SBC back, so the operating cash, and the owner earnings drawn from it, are flattered by exactly this amount; counted as the cost it is, what an owner keeps is lower.

Peers, Auto Components

The same industry, side by side on owner economics. Each column names the period it is read over, and a median resting on fewer than three years carries that count beside it; the group median at the foot is the line to read each figure against.

CompanyRevenuelatest FY, USDGross marginmedian over the recordOp. marginmedian over the recordROICmedian over the recordOwner earn. marginmedian over the record
VCVisteon Corporation$3.8B13%5.7%28%3%4y
PONYPony AI Inc.$90M20%-269.7%-35%2y-179%
KNDIKandi Technologies Group Inc.$87M32%-38.7%-17%4%
WRDWeRide Inc.$61M44%-389.8%-60%1y-142%
INVZInnoviz Technologies Ltd.$55M-26%-271.5%-77%-215%
AEVAAeva Technologies Inc.$18M37%-618.6%2y-177%-559%2y
KDKKodiak AI Inc. Common Stock$4M-365.5%2y-320%2y
AURAurora Innovation Inc.$3M-735.3%2y-37%-625%2y
Group median-318.5%-37%-197%
IV

The price

What a price has to assume.

What the price implies

reverse-DCF

Aurora Innovation Inc. is profitable, but owner earnings are negative this year because capital spending currently outruns operating cash, a build-out, so the owner-earnings reverse-DCF has no positive base to grow. We read the price from both ends instead: type a price to see the steady-state profitability it demands, then set the mature margin you would believe and weigh the two against each other. Nothing leaves your browser unless you enter it in your notebook.

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The assumptions

Enter a price to run it.

Owner earnings it must reach
Margin the price demands
Owner-earnings margin today−15020%

Two reads of one future. From your price: the owner earnings the company must reach, valued at a mature multiple and discounted back at your rate, expressed as the margin it implies on revenue grown at your rate. From your belief: the mature margin you would credit, set on the dial above. When the margin the price demands runs above the one you would believe, you are paying for a future taken on faith. For a deep cyclical at a trough, normalized through-cycle earnings are the better lens; this mode is for the genuinely unprofitable, and for the profitable business whose capital spending currently outruns its cash.

Cite: Owner Scorecard, "Aurora Innovation Inc. (AUR), the owner's record," https://ownerscorecard.com/c/AUR, data as of 2026-08-17.

Manual order: ← AUPH its page in the Manual AUROW →

Industry order: ← ATMU the Auto Components chapter AUROW →