How to Measure True Bitcoin Exposure in Stocks Like MSTR
Jeff Park, Head of Alpha Strategies at Bitwise Asset Management, shared an in-depth Twitter thread offering a new framework for understanding Bitcoin exposure beyond the commonly cited “BTC per Share” (BPS) metric.
He argued that investors may be misled by traditional metrics and introduced a more refined approach he calls Volatility Per BTC Share (VPBS).
The Problem With “BTC Per Share”
According to Park, BPS—calculated as total BTC held divided by total outstanding shares—is often misapplied when analyzing companies like MicroStrategy. Unlike Bitcoin ETFs, which are simple wrappers around BTC holdings, corporations can use operating leverage—such as issuing debt—to increase BTC on their balance sheet without diluting shareholders.
For example, if MSTR raises $500 million in debt to buy more BTC, the BTC numerator in the BPS ratio increases, while the denominator (shares outstanding) remains unchanged. This makes the company appear more BTC-rich per share than it truly is, creating what Park calls “financial alchemy.” While the BPS goes up, so does the company’s financial risk, which is not visible in the metric alone.
Why “BTC Yield” Is Misleading
Park also criticizes the concept of “BTC Yield”—used to describe the increase in BTC held per share over time. He compares it to GDP growth rate: just as a country’s 5% GDP growth doesn’t tell you the GDP per capita, BTC Yield doesn’t show you how much BTC per share was truly added. Moreover, it’s often not annualized and doesn’t reflect real, cash-generating returns.
Instead, Park argues investors should care about how much BTC was actually added per share, not just the rate of change.
Introducing “True Yield”
To give investors a more accurate perspective, Park proposes a simple metric:
True Yield = % Change in BTC ÷ % Change in Shares Outstanding
This formula corrects for financial engineering tricks by capturing real BTC accumulation relative to shareholder dilution. It helps investors better assess BTC-exposed companies like MSTR and SMLR (Semler Scientific), especially during aggressive capital maneuvers.
Conclusion
Jeff Park’s framework offers a smarter way to gauge BTC exposure in equities and investment products. By shifting from surface-level ratios to holistic financial modeling, investors can avoid being misled by headline metrics and instead focus on true BTC value creation per share.
Kosta has reported on cryptocurrency markets and blockchain infrastructure since 2020, bringing over six years of hands-on experience in the crypto industry built through daily tracking of markets, trends, and emerging blockchain developments. Specializing in Bitcoin on-chain analysis, institutional ETF flows, and digital asset price action, his work at Coindoo has been cited by other news agencies and consistently covers market developments with a focus on data-driven reporting across Bitcoin, Ethereum, Solana, and XRP. Over the years, Kosta has contributed to multiple crypto media outlets in different regions, authoring over 6,000 articles across the sector. His reporting spans cryptocurrency markets and the broader fintech industry, tracking not only price action but also the technological and regulatory forces shaping the ecosystem. To support his analysis, Kosta actively leverages on-chain data and metrics from leading platforms such as Santiment, Glassnode, and CryptoQuant, enabling deeper, evidence-based market insights. He believes in the power of transparency and the data that underpins the blockchain ecosystem. His academic background in Marketing Management from Denmark further complements his analytical approach, adding a strong understanding of communication strategy and content positioning to his work.
