This Article investigates an increasingly important yet under-developed body of law: regulation of virtual currency. At its peak in March of 2014, the daily volume of Bitcoin transactions in United States dollars exceeded $575,000,000. The growing mainstream acceptance of Bitcoin, however, is best illustrated by the growing number of leading merchants that have decided to accept Bitcoin payments. While Bitcoin’s rise as an alternative payment method is well-chronicled, Bitcoin’s impact extends further due to its use as an investment vehicle and its ability to spur the growth of an industry of Bitcoin-based businesses. Despite increasingly widespread use, Bitcoin (and other virtual currencies) have largely operated without the burden of regulation. Why? Like the potentially transformative innovations that preceded Bitcoin, virtual currency raises unique challenges for which existing legal models may be unprepared. As policymakers struggle to catch-up, the effort to develop an appropriate regulatory regime for virtual currency is at a critical juncture. We analyze how network effects affect competition in the nascent cryptocurrency market. We do so by examining the changes over time in exchange rate data among cryptocurrencies. Specifically, we look at two aspects: (1) competition among different currencies, and (2) competition among exchanges where those currencies are traded. Our data suggest that the winner-take-all effect is dominant early in the market. During this period, when Bitcoin becomes more valuable against the U.S. dollar, it also becomes more valuable against other cryptocurrencies. This trend is reversed in the later period. The data in the later period are consistent with the use of cryptocurrencies as financial assets (popularized by Bitcoin), and not consistent with "winner-take-all" dynamics.