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QUBT, Quantum Computing Inc.
Our Entropy Quantum Computer, is a quantum application of our Core Photonics Technology, designed to solve complex optimization problems.
Optimization deals with finding the best solution to a problem according to a defined criteria from a set of possible solutions.
Solving large-scale optimization problems requires complex calculations that cannot currently be performed in a reasonable amount of time using classical computing systems for problem sizes relevant to many industrial and real-world applications.
The business
What it sells, where the money comes from, the kind of company it is.
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
- Revenue is Services (54%) and Products (46%).
- Situation
- Unprofitable. No meaningful revenue yet; the record is the cash on hand against the burn. Capital build-out. Capital spending has surged to 981% 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 −7489% through the cycle on a 30% 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. Stock-based pay runs about 1270% of sales, a real and recurring claim on owners that the GAAP margin understates. Read this kind of business on retention and the cost of growth. 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 −32%, above 15% in 0 of 4 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.
Where the money comes from
read the 10-K →Revenue spreads across 2 lines, the largest Services at 54%.
- Services54%$368K
- Products46%$314K
From the segment footnote of the company's own 10-K. Shares are of total revenue; the profit bar shows each segment's share of segment operating profit, before unallocated corporate costs.
The record
Ten years of arithmetic, read across the cycle.
The record, 2022–2025
realized figures from each filing · older years to the left| 2022’22 | 2023’23 | 2024’24 | 2025’25 | TTMTTMMar 2026 | |
|---|---|---|---|---|---|
| Income statement | |||||
| $136K | $358K | $373K | $682K | $4M | RevenueRevenue |
| 55% | 45% | 30% | 10% | −15% | Gross marginGross mgn |
| n/m | n/m | n/m | n/m | 781% | SG&A / revenueSG&A/rev |
| n/m | n/m | n/m | n/m | 564% | R&D / revenueR&D/rev |
| ($29M) | ($26M) | ($26M) | ($51M) | ($63M) | Operating incomeOp. inc. |
| n/m | n/m | n/m | n/m | n/m | Operating marginOp. mgn |
| ($26M) | ($27M) | ($69M) | ($19M) | ($40M) | Net incomeNet inc. |
| Cash flow & returns | |||||
| ($15M) | ($18M) | ($16M) | ($30M) | ($35M) | Operating cash flowOp. cash |
| $2M | $3M | $4M | $4M | $5M | DepreciationDeprec. |
| ($586K) | $1M | $43M | ($25M) | ($9M) | Working capital & otherWC & other |
| $870K | $2M | $6M | $7M | $7M | CapexCapex |
| 639.7% | 589.9% | n/m | 980.9% | 156.4% | Capex / revenueCapex/rev |
| ($16M) | ($20M) | ($20M) | ($35M) | ($41M) | Owner earningsOwner earn. |
| n/m | n/m | n/m | n/m | −938.8% | Owner earnings marginOE mgn |
| ($16M) | ($20M) | ($22M) | ($37M) | ($42M) | Free cash flowFCF |
| n/m | n/m | n/m | n/m | −970.6% | Free cash flow marginFCF mgn |
| $1M | $82M | — | — | $82M | AcquisitionsAcquis. |
| $787K | $865K | $215K | — | $215K | Dividends paidDiv. paid |
| -33% | -30% | -72% | -5% | -4% | ROICROIC |
| -40% | -39% | -64% | -1% | -2% | Return on equityROE |
| −41% | −41% | −64% | — | −2% | Retained to equityRetained/eq |
| Balance sheet | |||||
| $5M | $2M | $79M | $1.1B | $986M | Cash & investmentsCash+inv |
| $13K | $65K | $27K | $519K | $4M | ReceivablesReceiv. |
| — | $73K | $18K | $352K | $4M | InventoryInvent. |
| $872K | $1M | $1M | $778K | $3M | Accounts payablePayables |
| ($859K) | ($1M) | ($1M) | $93K | $6M | Operating working capitalOper. WC |
| $5M | $3M | $79M | $1.1B | $1.0B | Current assetsCur. assets |
| $5M | $5M | $5M | $11M | $15M | Current liabilitiesCur. liab. |
| 1.2× | 0.6× | 17.4× | 102.4× | 66.7× | Current ratioCurr. ratio |
| $56M | $56M | $56M | $56M | $147M | GoodwillGoodwill |
| $79M | $74M | $154M | $1.6B | $1.6B | Total assetsAssets |
| $8M | $2M | — | — | $10M | Total debtDebt |
| $3M | ($134K) | — | — | ($976M) | Net debt / (cash)Net debt |
| -37.1× | -16.4× | -10.4× | -785.8× | -355.8× | Interest coverageInt. cov. |
| $65M | $69M | $107M | $1.6B | $1.6B | Shareholders’ equityEquity |
| n/m | n/m | n/m | n/m | 196.5% | Stock comp / revenueSBC/rev |
| — | $8M | — | — | $8M | Goodwill written downGW imp. |
| Per share | |||||
| 73.4M | 66.6M | 93.9M | 164M | 224M | Shares out (diluted)Shares |
| $0.00 | $0.01 | $0.00 | $0.00 | $0.02 | Revenue / shareRev/sh |
| $-0.35 | $-0.41 | $-0.73 | $-0.11 | $-0.18 | EPS (diluted)EPS |
| $-0.22 | $-0.31 | $-0.21 | $-0.21 | $-0.18 | Owner earnings / shareOE/sh |
| $-0.22 | $-0.31 | $-0.24 | $-0.22 | $-0.19 | Free cash flow / shareFCF/sh |
| $0.01 | $0.01 | $0.00 | — | $0.00 | Dividends / shareDiv/sh |
| $0.01 | $0.03 | $0.06 | $0.04 | $0.03 | Cap. spending / shareCapex/sh |
| $0.89 | $1.03 | $1.14 | $9.72 | $7.13 | Book value / shareBVPS |
Share counts before 2023 are restated ×2 for a stock split, so per-share figures sit on one basis.
The diluted share count moved ×1.41 into 2024 — shares issued, not a split the totals corroborate — and the per-share figures carry the counts as filed.
The diluted share count moved ×1.75 into 2025 — shares issued, not a split the totals corroborate — and the per-share figures carry the counts as filed.
| 3-yr | 5-yr | |
|---|---|---|
| Revenue / share | +30.8%/yr | +30.8%/yr (3-yr) |
| Dividends / share | −53.8%/yr (2-yr) | −53.8%/yr (2-yr) |
| Capital spending / share | +50.8%/yr | +50.8%/yr (3-yr) |
| Book value / share | +122.0%/yr | +122.0%/yr (3-yr) |
The record, charted
FY2022–2025Each measure over its full record; the current point and the worst year marked. Share counts on the current split basis.
Owner earnings vs. net income
Owner earningsNet incomeThe accountant's number, and the cash an owner can take; the gap is the tell.
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 ($35M) of owner earnings, the operating cash left after the $4M it takes just to hold its position. It put $2M more into growth; free cash flow, after that spending, was ($37M).
| FY2025 | FY2024 | FY2023 | FY2022 | |
|---|---|---|---|---|
| Reported net income | ($19M) | ($69M) | ($27M) | ($26M) |
| Depreciation & amortizationnon-cash charge added back | +$4M | +$4M | +$3M | +$2M |
| Stock-based compensationreal costnon-cash, but a real cost | +$9M | +$6M | +$4M | +$9M |
| Working capital & othertiming of cash in and out, other non-cash items | −$25M | +$43M | +$1M | −$586K |
| Cash from operations | ($30M) | ($16M) | ($18M) | ($15M) |
| Maintenance capital expenditurethe spending needed just to hold position and volume | −$4M | −$4M | −$2M | −$870K |
| Owner earnings | ($35M) | ($20M) | ($20M) | ($16M) |
| Growth capital expenditurediscretionary; spent to get bigger, not to stand still | −$2M | −$2M | — | — |
| Free cash flow | ($37M) | ($22M) | ($20M) | ($16M) |
| Owner-earnings marginowner earnings ÷ revenue | -5088% | -5365% | -5706% | -11947% |
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 $4M, roughly its depreciation, the rate its assets wear out). The other $2M 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. 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 $9M), owner earnings is nearer ($43M).
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.
Quality & stewardship
Returns, the balance sheet, capital allocation, and pay.
Owner’s Scorecard
“We have identified material weaknesses in our internal controls over financial reporting as of December 31, 2024 and 2023.”
The figures below are only as sound as the controls that produced them. read the note →
Will it survive?
- Can it pay its interest? -785.8×Does not cover its interestOperating income ($51M) ÷ interest expense $65K
What this means
A full year of operating profit didn't cover the interest bill. This is the zombie zone: the business depends on refinancing, asset sales, or forbearance to service its debt.
- Net cashCash $738M + ST investments $379M − debt $10M
What this means
Cash and short-term investments exceed every dollar of debt by $1.1B, 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.
- TightDSO 278 + DIO 209 − DPO 462 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.
Is it a good business?
- Below average through the cycle4-yr median, range -72%–-5%; -5% latest = NOPAT ($40M) ÷ invested capital $870MIndustry peers: median -37%
What this means
The rate the business earns on the money tied up in it, Buffett's north star, because over time a stock tracks the ROIC beneath it. Above ~15% sustained hints at a moat; a return below the cost of capital (~8%) erodes value as a business grows rather than building it — the test Buffett weighs most. The headline is the median of the last 4 years (it ran -5% most recently), so one peak or trough year doesn't set the verdict. Asset-light businesses (R&D expensed, little capital) read artificially high, pair this with Owner Earnings.
- Owner-earnings margin -5706%Consumes cash through the cycle4-yr median margin, range -11947%–-5088%; latest ($35M) = operating cash ($30M) − maintenance capex $4MIndustry peers: median -612%
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 -5088% of revenue this year, a -5706% median across 4 years. Treating stock comp as the real expense it is (less $9M of SBC) leaves ($43M).
- Are earnings backed by cash? ($30M)Loss, and burning cashNet income ($19M) · cash from operations ($30M)
In the filing’s words The filing discloses a material weakness in its financial controls — the reported numbers here, and the record built on them, are only as reliable as the controls that produced them.
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?
- No surplus to allocate
What this means
The business didn't generate positive Owner Earnings this year, so any distributions came from the balance sheet or borrowing, not from operations.
- Investing or harvesting? 1.52×ExpandingCapex $7M ÷ depreciation $4M
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 · 2 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 MissRevenue ≥ $2B · $682K
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 PassCurrent ratio ≥ 2× · 102.38×
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.
- Conservative debt PassDebt ≤ working capital · $10M vs $1.1B WC
What this means
Graham's rule that borrowings not exceed net current assets. Capital-heavy and buyback-heavy firms routinely fail it, read it next to interest coverage, not alone.
- 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 $-0.17/share (latest year $-0.08), the averaged base the calculator's gate runs on, and book value is $7.09/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 −14196% → −7221% (2-yr avg ends)
What this means
Through the cycle the operating margin widened — about −14196% early to −7221% lately, median −7489% — pricing power intact or improving.
- Reinvestment, incremental ROIC returns capital
What this means
The capital base barely grew: this business returns cash through dividends and buybacks rather than reinvesting. Judge it on the cash returned, not on compounding.
- Worst year 2022 · −21062.5% op. margin
What this means
Operations went underwater in 2022, understand why before trusting the good years.
- Dividend record paid
What this means
Paid a dividend in 3 of the years on record.
Does AI threaten the moat?
Elevated contestabilityThe 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.
Despite the structural exposure, the filing positions AI as something it uses, not a threat to its product.
“The recent emergence of artificial intelligence ("AI"), large language models ("LLMs"), and machine learning ("ML") algorithms has added to the need for efficient processing of vast volumes of data.”
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 the latest quarter, Mar 31, 2026Can 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.
- Cash & short-term investments$986M
- Receivables$4M
- Inventory$4M
- Other current assets$11M
- Debt due within a year$2M
- Accounts payable$3M
- Other current liabilities$10M
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 year | Chief executive | Pay, as filed | “Actually paid” | Owner earnings |
|---|---|---|---|---|
| 2021 | Robert Liscouski | $2.3M | $1.5M | — |
| 2022 | — | $5.1M | $4.2M | ($16M) |
| 2023 | — | $472k | $543k | ($20M) |
| 2024 | William McGann | $444k | $4.7M | ($20M) |
| 2025 | Yuping Huang | $508k | −$205k | ($35M) |
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. A dash under the name means the filing tags the figure without naming the officer.
- Stock-based compensation$9M
The slice of the business handed to employees in shares this year, 1270% 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.
Inverting the record
Invert: instead of why Quantum Computing Inc. is a good business, the question is what would make owning it a mistake, and whether those marks are in the record. Disconfirming tests across 2022–2025.
1 of the 3 tests turned up something to look into; the other 2 came back clean.
- Look hereDid receivables and inventory outpace sales?10% → 99% of sales
Receivables and inventory grew from $13K to $4M while revenue grew 3087%: working capital is climbing faster than sales (10% of revenue then, 99% now). That can mean customers paying slower, stock building up, or revenue pulled forward. The filing's cash-flow and receivables notes say which.
- Did debt outgrow the business?
- Are "one-time" charges a yearly habit?
Each test is read from the filings and is noisy alone; a flag can mark a cyclical trough or a year of heavy investment as easily as a problem. The filing says which.
What an owner would ask, FY2025
read the 10-K →- Which reported numbers are a judgment call?Management names Income taxes, Contingencies as critical estimates
each rests partly on management's judgment; the filing's note sets out the assumptionsverify →
The questions the record and the charts do not answer on their own; each carries the figure and the place to look.
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.
| Company | Revenue | Gross margin | Op. margin | ROIC | Owner earn. margin |
|---|---|---|---|---|---|
| BMBLBumble Inc. | $966M | 71% | -14.5% | -6% | — |
| MNTNMNTN Inc. | $290M | 77% | 8.3% | 20% | — |
| RGTIRigetti Computing Inc. | $7M | 65% | -733.7% | -61% | -612% |
| KDKKodiak AI Inc. Common Stock | $4M | — | -413.3% | — | -363% |
| AURAurora Innovation Inc. | $3M | — | -1807.5% | -37% | -758% |
| SHAZSharonAI Holdings Inc. | $2M | 6% | -880.0% | — | -299% |
| QUBTQuantum Computing Inc. | $682K | 38% | -7409.9% | -32% | -5535% |
| MOVECorvex Inc. | $433K | — | -3580.4% | -243% | -2604% |
| Group median | — | 65% | -806.9% | -35% | -685% |
The price
What a price has to assume.
What the price implies
reverse-DCFQuantum Computing 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.
Revenue, delivered63%/yr’22→’25
Enter a price to run it.
A dated snapshot of the price you typed, the assumptions you set, and what the page showed for them. A snapshot is never edited after it is saved. Your notebook is yours alone — the commitment states what is stored and what we will never do.
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.
Manual order: ← QUAD its page in the Manual QUCY →
Industry order: ← QTWO the Software chapter QXL →