Factlen ExplainerPrediction MarketsExplainerJun 24, 2026, 2:09 PM· 7 min read· #2 of 2 in business

The Rise of Regulated Prediction Markets: How Kalshi is Financializing the Future

As prediction market Kalshi weighs a future IPO, the platform is fighting state regulators to establish event contracts as a mainstream financial tool for forecasting and risk management.

By Factlen Editorial Team

Prediction Market Operators 35%Federal Regulators 30%State Gaming Commissions 20%Academic Forecasters 15%
Prediction Market Operators
Argue that event contracts are vital financial instruments for hedging risk and discovering truth, requiring unified federal oversight.
Federal Regulators
Assert exclusive jurisdiction over prediction markets as commodity swaps, defending them against state-level gambling laws.
State Gaming Commissions
View consumer-facing event contracts as a form of sports wagering that should be subject to state-level taxation and licensing.
Academic Forecasters
Focus on the empirical accuracy of market-based probabilities compared to traditional polling and expert analysis.

What's not represented

  • · Retail investors who use the platform
  • · Traditional polling organizations

Why this matters

Prediction markets are transforming how society forecasts everything from economic policy to supply chain disruptions. Understanding this new asset class is crucial for investors and businesses looking to hedge against real-world risks.

Key points

  • Kalshi CEO Tarek Mansour confirmed the prediction market platform is considering an IPO, though not this year.
  • Prediction markets allow users to trade event contracts, where share prices reflect the real-time probability of future outcomes.
  • The CFTC is actively suing multiple states, including Kentucky, to block state-level taxation and regulation of prediction markets.
  • Proponents argue event contracts offer a highly accurate forecasting tool and allow businesses to hedge against real-world risks.
$1.00
Payout for a winning event contract share
14.25%
Kentucky's proposed excise tax on prediction markets
2020
Year Kalshi won its landmark CFTC license

Kalshi CEO Tarek Mansour recently confirmed that the prediction market platform is actively considering an initial public offering, though a public debut is not slated for this calendar year. The announcement marks a watershed moment for a financial instrument that has spent years fighting for mainstream regulatory legitimacy. For the better part of a decade, prediction markets existed on the fringes of the financial system, often operating offshore or in legal gray areas. Kalshi’s potential transition to a publicly traded company signals that event-driven trading is finally ready for Wall Street, transitioning from a Silicon Valley experiment into a foundational layer of modern financial media and risk management.[1][6]

Founded in 2018 by Tarek Mansour and Luana Lopes Lara, Kalshi operates as a specialized exchange where users buy and sell "event contracts." Instead of trading fractional shares in a traditional corporation or speculating on the future price of a physical commodity like gold or wheat, users trade shares directly on the outcomes of future real-world events. The platform's markets cover an extraordinarily broad spectrum of human activity, ranging from Federal Reserve interest rate decisions and national economic indicators to geopolitical developments, legislative outcomes, and cultural milestones. This allows participants to directly monetize their foresight on specific global events.[3][4]

The underlying mechanism of a prediction market is elegantly simple, yet mathematically profound. A contract poses a definitive yes-or-no question with a clear resolution date. If the market prices a "Yes" share at 60 cents, that price implies a 60 percent collective probability that the event will occur. When the event finally resolves, the shares associated with the correct outcome pay out exactly $1.00, while the shares tied to the incorrect outcome expire worthless and go to zero. This binary payout structure ensures that the trading price always perfectly mirrors the market's real-time assessment of the likelihood of the event.[3][6]

This dynamic pricing model creates a real-time, financially incentivized forecasting engine. Because participants are required to risk their own capital to express an opinion, the market effectively aggregates dispersed information while ruthlessly filtering out cheap talk and performative punditry. If a trader believes the market is underestimating the likelihood of an event, they are financially incentivized to buy shares, which inherently drives the price—and the implied probability—upward until it reaches equilibrium. This continuous push and pull transforms raw speculation into highly calibrated data.[6]

How event contract pricing translates directly into market-implied probability.
How event contract pricing translates directly into market-implied probability.

Academic research has consistently demonstrated the power and reliability of this "wisdom of crowds" approach to forecasting. Extensive studies, including large-scale analyses funded by the Intelligence Advanced Research Projects Activity (IARPA) and replication forecasts published by the Royal Society, show that prediction markets frequently outperform individual subject-matter experts, traditional polling organizations, and qualitative analysis. By forcing participants to back their convictions with capital, these markets synthesize a vast array of private knowledge, public data, and analytical models into a single, easily readable metric.[5]

The superior accuracy of prediction markets stems directly from the severe financial penalty for being wrong. Forecasters who possess unique insights or superior analytical models are heavily incentivized to buy mispriced shares, correcting the market probability in the process and earning a profit for their accuracy. Conversely, participants who trade based on emotion, partisan bias, or flawed data quickly lose their capital. Over time, this mechanism naturally transfers wealth and market influence to the most accurate forecasters, ensuring that the consensus price reflects the highest quality information available.[3][5]

Despite this clear utility, the path to legalization in the United States was exceptionally steep. For years, U.S. regulators heavily restricted prediction markets, viewing them with deep skepticism and often conflating them with illegal gambling operations. Kalshi broke the mold in November 2020 when it successfully secured a landmark license from the Commodity Futures Trading Commission (CFTC), becoming the very first federally regulated designated contract market specifically authorized to trade event contracts. This regulatory breakthrough required years of intense negotiation and structural compromises to satisfy federal oversight requirements.[3][4]

Despite this clear utility, the path to legalization in the United States was exceptionally steep.

That federal blessing unlocked explosive growth for the platform. Kalshi has rapidly expanded its contract offerings and recently achieved a major milestone by integrating its real-time probability data directly into mainstream financial broadcasts. By partnering with major networks to display market-implied probabilities alongside traditional stock tickers, prediction markets are actively shifting the financial news cycle. Instead of merely reporting on what has already happened, financial media can now provide audiences with a real-time, market-driven forecast of what is most likely to happen next.[4][6]

However, the platform's rapid success and expansion have ignited a fierce jurisdictional turf war between federal and state authorities. As prediction markets expanded their offerings to include sports-adjacent and pop-culture contracts, state governments began treating them as unregulated sportsbooks. State gaming commissions, which tightly control and heavily tax the lucrative sports betting industry, view consumer-facing event contracts as a direct threat to their regulatory monopolies and tax bases, prompting a wave of aggressive state-level enforcement actions.[2]

The jurisdictional conflict between federal regulators and state gaming commissions.
The jurisdictional conflict between federal regulators and state gaming commissions.

In June 2026, this regulatory conflict reached a boiling point. The CFTC filed a sweeping federal lawsuit against the state of Kentucky, escalating a national legal battle over who ultimately governs these platforms. Kentucky had recently enacted a punitive 14.25 percent excise tax on prediction market revenue and moved to explicitly ban state-licensed sportsbooks from partnering with prediction platforms. The federal lawsuit represents a dramatic escalation, signaling that the federal government is willing to drag states into court to protect the prediction market industry.[2]

The CFTC forcefully argues that event contracts are legally classified as commodity swaps, placing them under the exclusive federal jurisdiction of the Commodity Exchange Act. By suing Kentucky—alongside eight other states that have attempted similar crackdowns—the federal regulator is drawing a hard line in the sand. The CFTC asserts that states simply cannot impose separate gaming requirements, licensing frameworks, or prohibitive taxes on federally regulated derivatives markets, as doing so would destroy the national framework established by Congress.[2]

Kalshi itself has also gone on the offensive to protect its business model, filing a separate lawsuit against the state of Illinois over similar state-level attempts to tax and regulate sports-event contracts. The company argues that state licensing frameworks place them in an impossible position, as complying with state-by-state gambling laws directly conflicts with federal mandates that require designated contract markets to provide uniform, nationwide access to their trading platforms.[2]

Beyond the immediate courtroom drama, the broader entrepreneurial vision for prediction markets is the complete "financialization of everything." Proponents argue that just as agricultural producers use commodity futures to hedge against crop failures, modern businesses could use event contracts to hedge against highly specific, real-world risks. A logistics company could hedge against a prolonged port strike, or a construction firm could hedge against adverse legislative changes to zoning laws, utilizing a federally regulated exchange to manage their exposure.[4][6]

Academic studies consistently show prediction markets outperforming traditional forecasting methods.
Academic studies consistently show prediction markets outperforming traditional forecasting methods.

Significant challenges remain, particularly regarding the maintenance of market integrity. Both federal regulators and platform operators must constantly police the markets for insider trading, ensuring that individuals with direct, non-public knowledge of an event's outcome cannot exploit the market for guaranteed profits. Maintaining a level playing field is absolutely critical to preserving the public trust and the predictive accuracy that makes these markets valuable in the first place.[3]

As Kalshi weighs the timing of its eventual public debut, the stakes extend far beyond the financial success of a single startup. The outcome of the current regulatory battles will ultimately determine whether prediction markets remain a niche trading tool for political junkies and finance enthusiasts, or whether they evolve into a foundational, globally recognized layer of risk management and truth-seeking. If they succeed, event contracts could fundamentally rewire how society forecasts the future.[1][6]

How we got here

  1. 2018

    Tarek Mansour and Luana Lopes Lara found Kalshi in San Francisco.

  2. Nov 2020

    Kalshi secures a landmark license from the CFTC as a designated contract market.

  3. July 2021

    The Kalshi platform officially launches to the public.

  4. June 2026

    The CFTC sues Kentucky and other states to block state-level taxation of prediction markets.

Viewpoints in depth

Prediction Market Operators

Startups like Kalshi view event contracts as a revolutionary tool for truth-seeking and risk hedging.

Platform founders argue that by attaching a financial penalty to being wrong, prediction markets filter out the noise and bias inherent in traditional punditry. They envision a future where any business can hedge against niche, real-world risks—from weather events to legislative changes—by trading event contracts on a federally regulated exchange.

Federal Regulators (CFTC)

The federal government views prediction markets as financial derivatives that require unified national oversight.

The Commodity Futures Trading Commission classifies event contracts as swaps under the Commodity Exchange Act. By asserting exclusive jurisdiction, the CFTC aims to protect these markets from a patchwork of state-level gambling laws, ensuring they operate as legitimate financial instruments with robust safeguards against fraud and manipulation.

State Gaming Commissions

State regulators argue that consumer-facing event contracts overlap heavily with sports betting and gambling.

States like Kentucky and Illinois contend that when prediction markets offer contracts on sports or pop culture, they are effectively operating as unlicensed sportsbooks. These states are attempting to impose excise taxes and licensing requirements to protect consumers and capture revenue, arguing that federal oversight does not preempt state gambling laws.

What we don't know

  • How federal courts will ultimately rule on the jurisdictional conflict between the CFTC and state gaming commissions.
  • Whether prediction markets can successfully scale their institutional hedging use-cases beyond retail speculation.

Key terms

Prediction Market
An exchange where individuals trade contracts based on the outcomes of future events, using price to gauge probability.
Event Contract
A derivative instrument that pays out a fixed amount if a specific real-world event occurs, and nothing if it does not.
Designated Contract Market (DCM)
A federally regulated exchange authorized by the CFTC to offer futures and options contracts.
Wisdom of Crowds
The theory that the collective estimate of a diverse group of individuals is often more accurate than that of any single expert.

Frequently asked

Are prediction markets considered gambling?

Legally, federally regulated platforms like Kalshi are classified as financial derivatives markets overseen by the CFTC, though state regulators frequently challenge this distinction.

How do the prices predict the future?

The price of a contract reflects the collective probability assigned by traders; a 'Yes' share trading at 75 cents implies a 75% chance the event will happen.

Can anyone trade on Kalshi?

Yes, Kalshi is available to U.S. residents, though users must pass standard financial compliance checks to open an account.

Sources

Source coverage

6 outlets

4 viewpoints surfaced

Prediction Market Operators 35%Federal Regulators 30%State Gaming Commissions 20%Academic Forecasters 15%
  1. [1]CNBCPrediction Market Operators

    Kalshi CEO says prediction market thinking about IPO, but not for this year

    Read on CNBC
  2. [2]Gambling InsiderState Gaming Commissions

    CFTC Challenges Kentucky's Lawsuits, Prediction Market Tax

    Read on Gambling Insider
  3. [3]The Wall Street JournalFederal Regulators

    The Economics Of Prediction Markets

    Read on The Wall Street Journal
  4. [4]WikipediaPrediction Market Operators

    Kalshi

    Read on Wikipedia
  5. [5]Royal SocietyAcademic Forecasters

    Predicting replication outcomes: prediction markets and forecasting surveys

    Read on Royal Society
  6. [6]Factlen Editorial TeamFederal Regulators

    Synthesis by Factlen editorial team

    Read on Factlen Editorial Team
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