Strategy Reports BPS. The Balance Sheet Reports CEBE. Why This Capitalist Reads Livingston.
I read MSTR through Adam Livingston's lens. Long Strategy. Long the cap structure. Long the bearer asset Strategy holds for me. The wrapper class is the exit — TradFi against itself. Saylor needs to be right. The math also has to be the math.
I read MSTR through Adam Livingston's lens. Disclosure first.
I'm long Strategy. Long the cap structure. Long the bearer asset Strategy holds for me. BTC in self-custody on the other side. The wrapper class is the exit — TradFi against itself. Saylor needs to be right. The wrapper-class thesis needs to compound through this cycle.
The math also has to be the math.
The math has a name now: CEBE — Common Equity Bitcoin Exposure. Bobby Tierney built it. Livingston runs it daily on X and YouTube. "Accretive in CEBE terms" is his line. The cap-structure cluster reads it. So do I.
This Connect isn't a profile of either of them. It's the opinion piece a long MSTR holder writes when the metric his own company tells him to focus on is the metric that fails to subtract the largest claim against his shares. Not bearish. Honest.
What Strategy reports
Phong Le, asked which single metric a long-term shareholder should focus on, says it repeatedly: Bitcoin per share. Total bitcoin held divided by diluted shares outstanding. The headline on every 8-K. What "accretive" means when the company uses the word. The number Saylor cites at conferences.
It also doesn't subtract the $15-billion-plus senior claim stack that ranks above common equity.
That stack — STRC perpetual preferred paying 11%+ semi-monthly, STRK convertible preferred, STRF perpetual preferred, convertible notes — sits between common shareholders and the bitcoin Strategy holds. If preferred holders have a $15B claim on the company before common, common shareholders own the bitcoin minus the bitcoin-equivalent of that claim. Not the gross stack.
BPS doesn't net it out. CEBE does.
What CEBE counts
The formula:
CEBE = (Total BTC − Net Senior Claims in BTC) ÷ Common Shares Outstanding
Senior claims — convertibles, preferred, debt — translated to BTC at the prevailing price. Cash netted against those claims. Divided by basic shares (what you actually hold, not diluted shares including hypothetical converts). One formula, every BTCTC, every quarter.
The framework works for both sides of the BTCTC debate. Tierney's close from "Why We Tolerate Contradiction":
The bear gets proof. The bull gets proof. The only position that loses is the one that depended on the math remaining incomplete.
Bears who intuited the leverage was hidden now have it on the page. Bulls who argued fiat claims compress as BTC rises now have it per quarter. The math doesn't take a side. The only position that loses is the one that needed three contradictory metrics flattering whichever case the moment required.
What Livingston does that the company doesn't
Livingston is not a Strategy bear. He defends the wrapper-class thesis full-throated, called critics of BPS "silly little goblins" in his X register, and his June 20 YouTube "Every Single MSTR Bear Argument Destroyed" answers every Schiff / Coffeezilla / Kratter critique with cap-structure math. When Livingston runs CEBE, he isn't attacking Strategy. He's running CEBE because the analysis discipline requires it.
What Livingston does that the company doesn't: report both BPS and CEBE on the same transaction.
Recent example. Strategy added 1,587 BTC and ~$100M to USD reserve a couple weeks ago. BPS view: more bitcoin acquired, BPS grew. Livingston's CEBE math, posted same-day: the buy added ~3,146 BTC-equivalent to the common residual after netting the preferred stack and cash position. Common equity exposure went from 145,142 to 145,319 sats per share. Small move. Real move. Verified through the math that subtracts what common doesn't own.
Same transaction. Two per-share numbers. Livingston reports both. Strategy reports the larger one.
Livingston published the plain-English definitive explainer yesterday — "The Beginner's Guide to CEBE," posted June 23, 8,800+ views inside the first afternoon. Two lines that capture the whole framework:
Bitcoin per share counts the mansion. CEBE checks the mortgage, the liens, the preferreds, the cash, the debt.
The market assigns a multiple to CEBE. The CEBE mNAV is the TRUE mNAV.
That second line is the doctrinal claim. Strategy publishes BPS as the per-share metric. The market — the actual price discovery the wrapper class lives or dies on — is pricing the residual, the CEBE mNAV. The argument isn't ours to make alone anymore. It's in the operator-class megaphone in plain English.
Strategy's own live dashboard at strategy.com — the one that updates every fifteen seconds — actually reports the underlying math without naming the distinction. BPS: 218,046 sats per share. Amplification: 42%. Translation: common equity owns about 42 sats out of every 100 in the bitcoin reserve. The other 58 sats are spoken for by debt ($6.75B) and preferred ($15.47B) before common. Strategy publishes the gap. They just don't publish the subtraction. CEBE does: 138,959 sats per share on cebetracker.io as I write this. The math is on Strategy's own page. The subtraction is not.
This week's tape through the lens
Monday's 8-K is the same shape. 520 BTC at $67,307 average — $35M in bitcoin. $300M USD Reserve build explicitly funded to support STRC dividend coverage. $335.5M raised via ATM common equity — less than 11% to bitcoin purchases, 89% to cushion-building.
BPS view: stack grew to 847,363 BTC, accumulation continued, cushion extended to 9.8 months of preferred dividend coverage.
CEBE view: ATM equity dilutes the common share count. The $300M USD Reserve build is funded by capital structure that sits above common. The 520 BTC purchase, netted against the additional senior claim formation and the increased basic share count, is the actual delta in common equity bitcoin exposure. The number is published if you do Bobby's math. It isn't published in the 8-K.
I'm not saying Strategy hides the math. The inputs are in the filing. I'm saying Strategy reports one metric where the math supports two, and the one they report is the one that flatters.
The empirical receipts
This isn't theoretical. Tierney's run the back-test on 22 quarters of MSTR.
BPS Yield has predicted the direction of common-equity returns with 50% accuracy. CEBE Yield hits 68%. Coin flip vs a 36% directional edge. Same balance sheet. Same filings. Different math. And the gap is widening: pre-preferred era (Q3 2020 – Q4 2024) BPS was 53% / CEBE 65% (+12pp gap). Preferred era (Q1 2025 onward) BPS dropped to 40% while CEBE rose to 80% (+40pp gap). As preferred scaled from $0 to $11.3B, BPS got less accurate and CEBE got more accurate. BPS breaks when the capital structure gets complicated. CEBE doesn't.
Nine quarters in that 22-quarter window are what Tierney calls "phantom growth" — BPS said up, MSTR shareholders lost money. Q2 2021: BPS +13.6%, MSTR -2.1%. Q4 2022: BPS +1.1%, MSTR -33.3% (CEBE that quarter: -100%, common equity mathematically wiped — the market priced it). Q4 2025: BPS +2.7%, MSTR -52.8%. The flattering metric got more flattering exactly when the actual risk grew.
The zero line
The cleanest number CEBE produces — and BPS structurally can't show — is the zero line. The BTC price where senior claims consume the entire treasury and common equity drops to zero.
For Strategy this morning: $23,270.
Above it, every dollar of BTC appreciation flows disproportionately to common equity — the embedded leverage that makes MSTR an asymmetric upside trade. Below it, converts and preferred eat the bitcoin and common equity is zero. Strategy's debt is no-call so this isn't insolvency. It means common equity is pure option premium at that level.
The zero line has 2.5× since 2020 — from $9,224 to $23,270 — as preferred issuance has stacked senior claims. Converts heal when they exercise; preferreds don't. Every new preferred raises the floor permanently.
The 8-K doesn't report this. It can't — BPS doesn't have a field for it. CEBE produces it directly.
What this Capitalist demands
Saylor and Phong Le know exactly what CEBE measures. Phong Le's own line — "mNAV can be calculated in many ways" — is the admission. In a recent retail Q&A he said the diluted share count "changes every second based on the price of the converts." Strategy uses a simpler method because the full math is harder to publish in real time. That's a real engineering constraint. It's also the gap CEBE fills with a per-share standard that resolves at the basic-shares level using the most recently filed senior claim stack.
The math that won't hold still gets reported because it flatters. The math that will hold still gets dismissed as "too complex for readers." That's the discourse defending the measurement gap.
What I want as a wrapper holder: Strategy reports CEBE alongside BPS in every 8-K. The inputs are in the filing. The math is one calculation. The gap between BPS and CEBE in any given quarter is the explicit cost of carrying the cap structure that common equity bears. Showing that cost isn't weakness. Hiding it is.
The Fundamentalist tier wants the same thing. Lyn Alden posted yesterday: "I don't think anyone should touch MSTR if they don't feel the execs aren't building for long-term stability. I've been long since 2020 at $14/share. I don't mind when I'm diluted when I feel it strengthens the company. Quite the contrary." Alden has been long MSTR for six years at the lowest possible basis. She's openly comfortable with dilution — when it strengthens the company. CEBE is the math that tells you whether it did. Without CEBE the "feel" Alden trusts is the only check. With it, the feel becomes the math.
Same applies to Strive (ASST), MetaPlanet, BMNR, and every other BTCTC that hopes to attract long-term operator capital. Livingston's been making this argument for months. Tierney built the framework to support it. The companies that meet the standard early earn the operator-class trust that compounds across cycles.
Tierney's framing of the indictment Bitcoiners need to feel:
The same person who runs a node to verify their own Bitcoin accepts unverified, contradictory metrics for the company that holds their Bitcoin.
Bitcoiners reject institutional opacity for their own holdings, then accept a flattering institutional metric for the company that warehouses their holdings. The discipline that justified self-custody should justify CEBE. The math is the math.
The close
This Connect isn't a critique of Saylor. It's the opposite. The wrapper-class thesis Saylor invented is too important to be carried by an incomplete measurement framework. The bull case is stronger when the bear's intuitions are answered with verifiable per-share math than dismissed with "silly little goblin" rhetoric. The operator class wins when the math is on the page.
Bobby built the framework. Adam runs the framework. The Capitalist cluster trades on the framework. Strategy should report the framework.
The wrapper trade isn't a faith trade. It's a math trade.
Bitcoin fixed the measuring problem for the base layer. The companies that hold Bitcoin should meet the same standard.
Livingston's close from yesterday's Beginner's Guide says it harder than I will:
The next time someone screams about dilution, ask for the CEBE math. Ask what happened to Common Equity Bitcoin Exposure per basic share. Ask whether the residual improved or deteriorated. Most people will vanish the moment the arithmetic arrives.
The cap is still twenty-one million.
The cap is still twenty-one million.
Tick tock. Next block.
Sources
- Bobby Tierney — Why We Tolerate Contradiction (Part 2 of The Measuring Problem, May 22, 2026)
- Bobby Tierney — The Measuring Problem Part 1 (May 19, 2026)
- Bobby Tierney — Strategy's Official KPI Gets It Wrong Half the Time (BPS vs CEBE empirical)
- Bobby Tierney — CEBE Under the Hood: How the Framework Matured as the Preferred Era Arrived (Apr 16, 2026)
- Bobby Tierney — STRC Cuts Dilution in Half. It Costs You a Quarter of Your Bitcoin (Mar 18, 2026)
- Bobby Tierney — Finish the Math: Strive (May 26, 2026)
- Bobby Tierney — The Drag Engine (Apr 26, 2026)
- CEBE Tracker — Insights index
- Bobby Tierney — CEBE: What Bitcoin Treasury Shareholders Actually Own (Substack)
- CEBE Tracker — cebetracker.io (live CEBE data + zero-line tracking)
- Adam Livingston — YouTube channel "The Bitcoin Wizard"
- Adam Livingston — Every Single MSTR Bear Argument Destroyed (Jun 20, 2026)
- Adam Livingston — The Beginner's Guide to CEBE (Jun 23, 2026)
- Adam Livingston — "Bitcoin-per-share doesn't matter — wrong, silly little goblin"
- Strategy — live dashboard (BPS, Amplification, mNAV, USD Reserve, Preferred, Debt)
- @saylor — Strategy 8-K: 520 BTC + $300M USD Reserve build (Jun 22, 2026)
- @phongle — "I bought $1 million of $STRC today. Will hold it until it reaches par, likely longer." (Jun 22, 2026)
- VanEck — Deconstructing Strategy (MSTR): Premium, Leverage, and Capital Structure (Matthew Sigel)