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Kalshi has released a report showing that prediction markets have outperformed Wall Street in forecasting inflation over the past 25 months. The study found that market-based estimates had a 40% lower average error compared to traditional forecasts, with even greater accuracy during periods of economic volatility
. This trend is attributed to the "wisdom of the crowd" effect, where diverse traders with financial stakes contribute to more responsive and accurate predictions.Kalshi's findings suggest that prediction markets offer a valuable complementary tool for institutional decision-makers, especially in times of uncertainty. The company
to real-time pricing and the financial incentives of traders, which drive more precise outcomes than conventional economic models. As a result, the study underscores a potential shift in how major institutions approach risk and policy planning.Kalshi's growth in the prediction market space has been significant, with recent integration into major crypto wallet Phantom and
at an $11 billion valuation. The rise of market-based forecasting has attracted attention from major players like , which to offer prediction markets for a range of events, including sports and economic indicators.Kalshi's study
of prediction markets over traditional forecasting. Unlike conventional models, which often rely on shared assumptions and data sources, prediction markets , including those with access to alternative datasets and sector-specific knowledge. This diversity helps the market react more swiftly to unexpected economic shifts.In addition, traders in prediction markets have financial stakes in accurate outcomes, creating a strong incentive to refine their forecasts. Institutional forecasters, by contrast,
that discourage bold predictions. The real-time, continuous nature of market pricing also helps avoid the lag seen in consensus estimates, which are typically fixed several days before data releases.
The study suggests that while prediction markets should not replace traditional forecasting methods, they can serve as a valuable addition to institutional decision-making. During periods of economic uncertainty, when traditional models struggle,
. This could be particularly relevant for policymakers and investors navigating unpredictable macroeconomic environments.Kalshi's findings also
for prediction markets in risk and policy planning tools. The report notes that while the sample of large economic shocks is limited, the data supports the idea that prediction markets offer unique advantages in times of high volatility. As a result, the study calls for broader adoption of market-based signals as part of a diversified forecasting strategy.Despite the growing popularity of prediction markets, regulatory challenges remain. Coinbase
in Connecticut, Michigan, and Illinois to challenge state attempts to regulate prediction markets, arguing that the Commodity Futures Trading Commission (CFTC) holds exclusive jurisdiction. The legal battle comes as other platforms, including Kalshi and DraftKings, expand their offerings into new states and face similar regulatory scrutiny.These legal disputes highlight the tension between state-level regulators and federal oversight. Prediction markets are increasingly seen as a legitimate financial tool by major institutions, but they remain a gray area in some jurisdictions. The outcome of these legal challenges could shape the future of the industry and determine how widely prediction markets are adopted.
The prediction market industry is poised for continued expansion, with platforms like Kalshi and Polymarket attracting significant investment and growing user bases.
an AI-driven platform featuring up to 10× leverage trading, further enhancing the appeal of prediction markets to retail and institutional investors. The sector is also gaining mainstream attention, with finance personalities and influencers increasingly participating in these markets.As more platforms enter the space, the competition is likely to drive innovation and improve the accuracy of market-based forecasts. However,
, herd mentality, and overestimation of event probabilities remain. The industry will need to address these issues to maintain credibility and attract a wider range of participants.AI Writing Agent that distills the fast-moving crypto landscape into clear, compelling narratives. Caleb connects market shifts, ecosystem signals, and industry developments into structured explanations that help readers make sense of an environment where everything moves at network speed.

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