Owner Scorecard


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PONY, Pony AI Inc.

Software asset-light UnprofitableCapital build-outNet current asset value

Revenue is Virtual Driver Operation and Other Related Services (45%), Products (37%) and Engineering Solution Services (18%).

Latest annual: FY2025 20-F · 1 ADS = 1 ordinary share
PONY · Pony AI Inc.
I

The business

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

Revenue · FY2025
$90M
+20.0% YoY · 10% 3-yr CAGR
Vital signs · TTM
Cash & investments $1.2B
Cash burn · annual $165M
Runway 7.1 yrs

The business in brief

read the 10-K →

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

What it is
A software business, earning high margins on code once it is written.
Situation
Unprofitable. No sustained operating profit across the record; an earnings multiple has nothing to rest on. What the record does show is revenue, the gross-margin trajectory, and the burn against the cash on hand. Capital build-out. Capital spending has surged to 49% of sales, today's earnings are charged less depreciation than tomorrow's will be. Net current asset value. Current assets alone exceed every liability combined, and the surplus is most of the balance sheet: the shape Graham called a net-net.
What moves the needle
Operating margin has run around −290% through the cycle on a 16% gross margin, the operating line deeply negative — so the lever is the path to a margin at all: revenue growth against the cost curve and the cash runway, not the level of a margin that isn't there yet. Capital spending runs about 15% of sales, below what it charges for depreciation, so the return earned on what it sinks into that plant weighs as much as the margin. Read this kind of business on retention and the cost of growth. On its own account, the filing leans hardest on customer concentration, set against the numbers in what the filing emphasizes, below.

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

Where the money comes from

read the 20-F →

Revenue spreads across 3 lines, the largest Virtual Driver Operation And Other Related Services at 45%.

Revenue by product line, FY2025
  • Virtual Driver Operation And Other Related Services45%$40M
  • Products37%$33M
  • Engineering Solution Services18%$17M
By geographyChina97%Other Overseas Regions3%

From the segment footnote of the company's own 20-F. Shares are of total revenue; the profit bar shows each segment's share of segment operating profit, before unallocated corporate costs.

II

The record

Ten years of arithmetic, read across the cycle.

The record, 2022–2025

realized figures from each filing · older years to the left
2022’222023’232024’242025’25TTMTTMDec 2025
Income statement
$68M$72M$75M$90M$90MRevenueRevenue
47%23%15%16%16%Gross marginGross mgn
($171M)($143M)($286M)($261M)($261M)Operating incomeOp. inc.
−249.6%−199.2%−380.6%−289.8%−289.8%Operating marginOp. mgn
($148M)($125M)($275M)($77M)($77M)Net incomeNet inc.
Cash flow & returns
($155M)($115M)($111M)($165M)($165M)Operating cash flowOp. cash
$18M$16M$10M$7M$7MDepreciationDeprec.
($24M)($6M)$154M($95M)($95M)Working capital & otherWC & other
$12M$5M$11M$44M$44MCapexCapex
17.6%7.1%15.2%48.7%48.7%Capex / revenueCapex/rev
($167M)($121M)($122M)($172M)($172M)Owner earningsOwner earn.
−243.9%−167.6%−162.8%−191.2%−191.2%Owner earnings marginOE mgn
($167M)($121M)($122M)($209M)($209M)Free cash flowFCF
−243.9%−167.6%−162.8%−232.0%−232.0%Free cash flow marginFCF mgn
-54%-15%-15%ROICROIC
-29%-5%-5%Return on equityROE
−29%−5%−5%Retained to equityRetained/eq
Balance sheet
$578M$590M$745M$1.2B$1.2BCash & investmentsCash+inv
$26M$32M$29M$24M$24MReceivablesReceiv.
$10M$14M$15M$17M$17MAccounts payablePayables
$16M$18M$13M$6M$6MOperating working capitalOper. WC
$644M$666M$835M$1.3B$1.3BCurrent assetsCur. assets
$48M$48M$71M$91M$91MCurrent liabilitiesCur. liab.
13.4×13.8×11.8×13.7×13.7×Current ratioCurr. ratio
$772M$747M$1.1B$1.8B$1.8BTotal assetsAssets
($578M)($590M)($745M)($1.2B)($1.2B)Net debt / (cash)Net debt
($551M)($677M)$951M$1.7B$1.7BShareholders’ equityEquity
Per share
85.3M89.1M114M380M380MShares out (diluted)Shares
$0.80$0.81$0.66$0.24$0.24Revenue / shareRev/sh
$-1.74$-1.41$-2.41$-0.20$-0.20EPS (diluted)EPS
$-1.96$-1.35$-1.07$-0.45$-0.45Owner earnings / shareOE/sh
$-1.96$-1.35$-1.07$-0.55$-0.55Free cash flow / shareFCF/sh
$0.14$0.06$0.10$0.12$0.12Cap. spending / shareCapex/sh
$-6.46$-7.60$8.32$4.35$4.35Book value / shareBVPS

The diluted share count moved ×3.32 into 2025 — 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
3-yr5-yr
Revenue / share−33.4%/yr−33.4%/yr (3-yr)
Capital spending / share−6.4%/yr−6.4%/yr (3-yr)

The record, charted

FY2022–2025

Each measure over its full record; the current point and the worst year marked.

Share count
380Mpeak FY2025
Gross margin
16%low FY2024

Owner earnings vs. net income

Owner earningsNet income

The accountant's number, and the cash an owner can take; the gap is the tell.

($172M)owner earningsvs.($77M)net incomelow FY2025

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 earned ($172M) of owner earnings, the operating cash left after the $7M it takes just to hold its position. It put $37M more into growth; free cash flow, after that spending, was ($209M).

FY2025FY2024FY2023FY2022
Reported net income($77M)($275M)($125M)($148M)
Depreciation & amortizationnon-cash charge added back+$7M+$10M+$16M+$18M
Working capital & othertiming of cash in and out, other non-cash items−$95M+$154M−$6M−$24M
Cash from operations($165M)($111M)($115M)($155M)
Maintenance capital expenditurethe spending needed just to hold position and volume−$7M−$11M−$5M−$12M
Owner earnings($172M)($122M)($121M)($167M)
Growth capital expenditurediscretionary; spent to get bigger, not to stand still−$37M
Free cash flow($209M)($122M)($121M)($167M)
Owner-earnings marginowner earnings ÷ revenue-191%-163%-168%-244%

Owner earnings is the cash an owner could pull out without starving the business: operating cash less the maintenance capital it must spend to hold its position (here about $7M, roughly its depreciation, the rate its assets wear out). The other $37M of its capital spending is growth it chose, not upkeep it owed; charged only with the maintenance it must do, the business earns well more than the year's free cash flow shows.

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 20-F · 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 $293M + ST investments $872M − debt $0
    What this means

    Cash and short-term investments exceed every dollar of debt by $1.2B, 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.

  • Tight
    DSO 96 + DIO 0 − DPO 83 days
    What this means

    Days cash is tied up between paying suppliers and collecting from customers. Lower is better; a long cycle means growth itself eats cash. (Little or no inventory, a services / asset-light model, so the inventory leg is ~0.)

Is it a good business?

  • Not enough data
    Industry peers: median -23%
    What this means

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

  • Consumes cash through the cycle
    4-yr median margin, range -244%–-163%; latest ($172M) = operating cash ($165M) − maintenance capex $7M
    Industry peers: median 2%
    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 -191% of revenue this year, a -191% median across 4 years. It chose to put $37M more into growth, so free cash flow this year was ($209M) — the gap is investment, not weakness.

  • Loss, and burning cash
    Net income ($77M) · cash from operations ($165M)
    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? 6.18×
    Expanding
    Capex $44M ÷ depreciation $7M
    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.

Graham’s defensive tests · 1 of 2 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 · $90M
    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× · 13.67×
    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.

  • 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 $-0.37/share (latest year $-0.18), the averaged base the calculator's gate runs on, and book value is $3.81/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, 2022–2025

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

  • Profitable years 0 of 4
    What this means

    Lost money in 4 year(s), look at what happened there before trusting the average.

  • Operating margin −224% → −335% (2-yr avg ends)
    What this means

    Through the cycle the operating margin slipped — about −224% early to −335% lately, median −290% — competition or costs are biting in.

  • Worst year 2024 · −380.6% op. margin
    What this means

    Operations went underwater in 2024, understand why before trusting the good years.

  • How management talks about it Promotional
    What this means

    The returns have faded, yet the filing reaches for a promoter’s vocabulary — world-class, best-in-class, disruptive — more than an owner’s. When the words sell harder than the results deliver, the gap is the thing to weigh.

Does AI threaten the moat?

Elevated contestability

The product is software or information, the very thing capable AI now produces more cheaply, so the moat is more contestable than the record alone implies.

In its own filing Raised, but not as a competitor

The filing raises AI among its risks, but in other terms (security, regulation, energy or the like), not as a competitor to its product; it frames AI mainly as a capability.

AI has collapsed the cost of building a capable substitute for the very thing this business sells. When a credible alternative can be assembled for a fraction of the incumbent's price, it is pricing power that erodes first, not revenue tomorrow. The live question is whether the moat survives that, not whether it held in the past. Whether that question is answerable at all is yours to decide, against your own circle of competence.

Read from the filing's own risk factors, paired with the industry's structure under its SIC code; the durability is read above, the price below.

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

Current Position

as of fiscal year-end, Dec 31, 2025

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$1.2B
  • Receivables$24M
  • Other current assets$61M
Current liabilities$91M
  • Accounts payable$17M
  • Other current liabilities$74M
Current ratio13.67×all current assets ÷ what's due · Graham looked for 2×
Quick ratio13.67×stricter: inventory excluded
Cash ratio12.74×strictest: cash alone against what's due
Working capital$1.2Bthe cushion left after near-term bills
Cash runway5.6 yrsthe business is consuming cash; this is how long the cash on hand lasts at that rate
Deeper floors
Tangible book value$1.7Bequity stripped of goodwill & intangibles
Net current asset value$1.1BGraham's net-net: current assets less all liabilities
Debt incl. operating leases$5M$5M of it operating leases
Deferred revenue$2Mcustomer cash collected before delivery; operating float

From the company's latest filing.

Peers, Software

The same industry, side by side on owner economics. Each figure is a through-cycle median, so a peak or trough year can’t distort it; the group median at the foot is the line to read each against.

CompanyRevenueGross marginOp. marginROICOwner earn. margin
TLSTelos Corporation$165M36%-8.5%-61%2%
IONQIonQ Inc.$130M-715.7%-23%-405%
RUMRumble Inc.$101M-125.9%-322%-86%
GLOOGloo Holdings Inc.$95M-209.1%-76%-196%
RDVTRed Violet Inc. Common Stock$90M-3.0%-3%20%
PONYPony AI Inc.$90M20%-269.7%-15%-179%
ISSCInnovative Solutions and Support Inc.$84M55%16.9%11%12%
SLPSimulations Plus Inc.$79M74%27.8%9%29%
Group median45%-67.2%-19%-42%
IV

The price

What a price has to assume.

What the price implies

reverse-DCF

Enter the US price, in dollars: the NYSE/Nasdaq quote you hold. Per the filing's own cover, “American depositary shares, each ADS represents one Class”; Pony AI Inc. reports in USD, so every figure in this tool is stated per ADS so your dollar quote reconciles exactly. The record tables elsewhere on this page remain as filed.

Pony AI 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.

$
The assumptions

Revenue, delivered9%/yr’22→’25

Enter a price to run it.

Owner earnings it must reach
Margin the price demands
Owner-earnings margin today−232%

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, "Pony AI Inc. (PONY), the owner's record," https://ownerscorecard.com/c/PONY, data as of 2026-07-09.

Manual order: ← POET its page in the Manual PRE →

Industry order: ← PLTR the Software chapter PPLI →