The Limits of Data
Data Appears Authoritative — But Often Tells Only Part of the Story
In most financial markets, data plays a central role in decision-making. Price histories, transaction volumes, and comparable sales provide investors with reference points that help inform valuation and risk assessment.
Participants entering the art market often seek similar forms of guidance. Auction databases, price charts, and record sales appear to offer an objective framework for evaluating artists and individual works.
Yet the art market differs materially from most financial markets. A substantial portion of transactions occur privately through galleries, individuals, and estates, where prices are rarely disclosed. Industry estimates suggest that roughly 55% of annual transactions take place through private, unreported sales between these parties. As a result, the majority of activity never becomes visible in available price databases.
These limitations become particularly evident when evaluating artists whose historical importance may not yet be reflected in auction records.
When Data Fails to Reflect Significance and Potential Value
One example illustrates this clearly.
In 2021 we acquired a substantial group of works by Pat Passlof, a central participant in the New York Abstract Expressionist scene of the 1950s who was closely associated with artists such as Willem de Kooning, Joan Mitchell, and Franz Kline. Despite her historical presence within that circle, no work by Passlof had ever sold at auction at the time of our acquisition.
Based on our assessment of quality, historical context, and relative value, we acquired numerous works at approximately $125,000 each. Viewed strictly through the lens of auction data, this decision might have appeared irrational. There was simply no meaningful price history to support the purchase.
Subsequent developments proved otherwise. A work of lesser quality later established an auction record of $537,000, and another example was reportedly sold privately to Crystal Bridges Museum of American Art for approximately $1.2 million.
Over the past two decades we have acquired works from more than a dozen artists where acquisition prices exceeded prevailing auction records by several multiples, reflecting decisions based on independent assessments of artistic quality and historical context rather than publicly available data alone.
Auction Prices Reflect a Moment in Time
Auction results are often treated as definitive indicators of value. In reality, they reflect the interaction between a specific work and the relatively small number of participants bidding at that moment.
If two motivated buyers compete aggressively, prices can exceed expectations. If key participants are absent, the same work may sell at a significantly lower level—or fail to sell altogether.
This dynamic becomes more pronounced outside the largest international auction houses (Christie’s, Sotheby’s, and Phillips). Hundreds of regional auction houses operate with far smaller bidder pools, often made up primarily of professionals seeking attractive buying opportunities. In these settings, prices may reflect temporary supply-and-demand imbalances rather than broader market consensus or the long-term value of the work.
Important Factors Rarely Appear in the Data
Even when auction records exist, they often fail to capture the factors that most influence value.
Pieces by the same artist can differ dramatically depending on period, scale, condition, provenance, and exhibition history. Auction databases typically record only basic attributes such as size, medium, and year, which can create misleading comparisons between pieces that differ significantly in quality and importance.
Even within auctions themselves, the data can be incomplete. Passed lots generally appear in databases, but withdrawn works often disappear from the record entirely. For a particular artist, that can materially distort the visible record by excluding moments where supply was offered but demand proved insufficient or uncertain.
In some cases, individual prices may also reflect information not broadly available to other participants, including condition concerns, provenance issues, or the motivations of a particular seller. Without context, a single price point can therefore provide an incomplete—and sometimes misleading—signal of value.
Judgment Remains Essential
None of this suggests that data has no role. Auction results can provide useful reference points, particularly for artists with long and active secondary markets.
However, the acquisition of museum-quality art ultimately depends on interpretation, context, and judgment. In a market where much of the most meaningful information circulates privately, experience remains an essential complement to data-driven analysis.
