March 31, 2026

Is Bitcoin just a high-beta stock?
Generally, crypto's idiosyncratic returns are poorly explained by factor models. However, understanding investment factors can help construct risk-adjusted portfolios.
For example, Bitcoin's daily returns over the last year, proxied by the $IBIT spot Bitcoin ETF, show a sticky median correlation of +0.55 with the Beta style factor, suggesting that Bitcoin behaves like a high-beta stock more than any other factor.
More telling, however, is the Excess Beta factor. In July 2025, the Excess Beta style factor coincided with Bitcoin's jump from $99K to $120K, uniquely capturing a leverage-fueled short squeeze amid 2025 DAT euphoria that the Beta factor alone did not explain.
The takeaway? These observations suggest that Beta and Excess Beta may be useful historical factor lenses for distinguishing between periods when Bitcoin behaves more like a broad-market beta-correlated asset and periods when Bitcoin is more influenced by short covering, leverage, and momentum chasing.

Note: This content is provided for informational purposes only and reflects ParaFi's views as of the date posted, which may change without notice. This material is not investment advice, a recommendation, or an offer of advisory services or securities. The analysis is based on historical data and methodological assumptions, including the use of IBIT as a proxy for bitcoin exposure. Relationships stated are based on historical data, may not persist, do not imply causation, and should not be treated as standalone predictive signals or a guarantee of investment results. Correlation does not imply causation, and observed relationships may not persist.
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