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What are prediction markets and how do they work?

Updated

Summary

Prediction markets allow investors to take a position on whether or not a real-world event will happen. Most contracts are binary, which means you choose between "Yes, this event will occur by this specified time" and "No, it will not." Contract price is set by the volume of buyers taking that position, so if, for example, a lot of people think the sun will come up tomorrow (optimism!), the price of the "Yes" contract increases. Once the outcome is reached, each correct contract earns $1, minus fees.

A prediction market, sometimes called an information market or event market, is a place to buy and sell contracts whose value depends on the outcome of future events.

Prediction markets let you put your money where your mouth is (though hopefully not in your mouth, because money is really dirty). You are predicting whether or not something will happen, and earning money when you’re right.

Keep reading to learn what prediction markets do and how they operate in Canada and the rest of the world.

How do prediction markets work?

Prediction markets work by letting people buy and sell contracts tied to the outcome of a future event. The price of each contract reflects the market’s estimate of how likely that outcome is, and correct contracts pay out when the event is resolved.

Each prediction typically involves the following elements:

  • Event definition: each platform (or the prediction market exchange that platform uses) defines a specific event or outcome that will be the subject of trading. For example, “The TSX will end the year above 38,000.” They will also establish which source will be used to verify the outcome and when.

  • Contract creation: many contracts are binary. This just means there are only two possible outcomes for an event: YES it happens or NO it doesn’t.

  • Contract purchase: you buy whichever side you think is right. Prices move with demand, so if the market leans toward one outcome, the more that side costs. If a lot of people are backing the TSX to finish above 38,000, YES gets more expensive and NO gets cheaper.

  • Contract trading: instead of waiting until an outcome is resolved, participants can sell their contracts at any point. The contract price continues to fluctuate as more traders take positions, reflecting the market’s assessment of the probability of the event occurring. If the price is better than what it was when you bought your contract, you can try to sell it at the new price in order to lock in a profit.

  • Payout: when the event is resolved, correct contracts pay out at one dollar each. So if you were correct and had paid $0.45 per contract, you would make $0.55 in profit on each contract. Fees vary by platform: rather than charging a fee on your profit, many exchanges typically charge a small trading fee when you buy or sell a contract, based on the contract's price, and many charge no separate settlement fee.

What events do prediction markets track?

The available events depend on where a particular market is based and what jurisdictions it operates in.

Broadly speaking, prediction markets operate across sports, politics, economics, culture, and crypto. In Canada (as of March 2026), prediction market contract trading has been approved in only three categories:

  1. Economic forecasts (inflation rates, the housing market).

  2. Environment forecasts (climate indicators such as the average global temperature).

  3. Financial indicators (the closing price of the TSX, the change in the price of gold).

Yes, but within limits. As of March 2026, prediction market contract trading has been approved in Canada in only three categories: economic forecasts, environment forecasts, and financial indicators. These contracts are offered only through the two dealers CIRO has authorized, must have a term to maturity of 30 days or longer, cannot be traded with leverage or on margin, and are cleared through U.S. exchanges. Contracts tied to sports, politics, or elections are not currently permitted.

The rules are set by the Canadian Investment Regulatory Organization (CIRO), which oversees how these event contracts can be offered to Canadians. That means the range of events you can trade in Canada is narrower than what you might see on international platforms.

How are prediction markets priced?

Prediction markets typically pay out $1 per correct contract, with purchase prices moving up and down like they do in the stock market. The price you pay for that contract is usually set by a central limit order book, which is basically just a place to pair buy and sell requests before each trade executes.

For example, say the market asks: will 2026 be the hottest year on record?

Each YES contract pays $1 if that occurs.

Each NO contract pays $1 if it doesn’t occur.

If the current market price for a YES contract is $0.24, that implies 24% probability of a YES outcome. Because a YES and a NO contract together always pay out exactly $1, the two prices add up to a dollar — a 24¢ YES means NO is trading at 76¢.This number varies based on supply and demand. So if a lot of people are taking the position that it will be an exceptionally hot year, the price of the YES contract will go up, while the price of a NO contract will fall.

You do your research (real research — not the “I do my own research” kind that leads one to raw milk consumption) and decide the current $0.24 price is a deal based on the reliable sources you found indicating the year would be very hot. You buy 100 YES contracts at $0.24 each.

If temperatures end up hitting Biblical levels and this year breaks a record, you would get $100. That’s $1 for each YES contract you’d bought. Factor in the $24 you paid for them, and you would be left with $76 in profit, minus the fees.

If 2026 is not a record-setter, you lose your $24 investment (but maybe save a few bucks on antiperspirant and sunscreen).

Can you trade a contract before it is resolved?

Yes. Traders don’t have to wait for the final outcome of the contract they’re trading. Contracts can be sold at any time while the scenario is live.

In the example above, if the cost of a YES contract rose to $0.36, you could sell your 100 contracts for $36, netting you a profit of $12, or 50% (minus fees).

How accurate are prediction markets?

The theoretical case for prediction market accuracy rests on the "wisdom of crowds" — the idea that a large group of people, each acting based on their own knowledge and with real money on the line, will collectively arrive at a more accurate estimate than any single expert.

But studies comparing prediction market accuracy to other polling methods have been mixed. Some research finds prediction markets and polls perform similarly in overall accuracy, though market prices can update faster because they trade in real time. Others, like this one from Vanderbilt University researchers, found that prediction markets are not efficient or notably accurate predictors of election outcomes.

It can be useful to look at prediction market contracts as a poll — one that can hypothetically have an unlimited sample size — that can provide valuable insights into the political, social, and economic factors that affect trading.

Because of this, prediction markets have been positioned as useful instruments for:

  • Corporate forecasting: companies can use prediction markets to gather insights on future product demand, market trends, or the success of new initiatives.

  • Policy analysis: governments and policymakers can leverage prediction markets to gauge public sentiment, assess the likelihood of legislative outcomes, or evaluate the effectiveness of policy interventions.

  • Research and development: prediction markets can be used to facilitate research and development efforts, allowing participants to trade on the probability of scientific breakthroughs or the success of new product development.

  • Hedging and risk management: individuals and organizations can use prediction markets to hedge against uncertain future events, effectively "insuring" themselves against potential risks.

One thing to note: prediction markets can become less accurate when liquidity is lower (i.e. fewer people are participating) and when radical uncertainty limits reliable information (often seen following tech breakthroughs, geopolitical shocks, yeti attacks, etc.).

Can prediction markets be used to complement an investment portfolio?

Some investors use prediction markets as a simpler form of options or futures trading. Instead of agreeing to buy or sell something at a certain price on a particular date (futures) or buying the right to buy or sell something at a certain price at a particular date (options), with prediction markets you can simply pick a timeline and say whether you think the price of that particular thing will go up or down in that period. Another big difference: whether you’re a little bit right or really right, the money you earn is the same.

You can also use prediction markets as a hedge against your portfolio positions. If you own a lot of stock in a certain company or industry, you can take a position that would somewhat cushion your losses if something unexpected were to happen.

Here’s an example: you strongly believe a company will beat its estimates for Q1 earnings. You can express that view by buying the stock or a call option. If you do that, however, you expose yourself to the stock price, which is influenced by much more than pure earnings fundamentals.

In this case a mercurial CEO might post something on social media that triggers a selloff minutes before the earnings call. Your position — whether you bought the stock itself or an option — would have been correct, but it would not have paid off.

With prediction markets, that isn’t the case. You could take the position that the company will exceed its earnings expectations, and when that outcome proved true, you would profit, regardless of the larger stock moves.

Is there insider trading in prediction markets?

In traditional financial markets, insider trading — when somebody profits from information that isn’t available to the public — is illegal. It’s the same with prediction markets.

Exchanges are legally required to monitor, detect, and enforce rules against insider trading. They do this using various methods, including imposing position limits, utilizing market surveillance algorithms, and increasing transparency through real-time prices and volumes. As with any new technology, standard practices continue to evolve.

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Frequently asked questions about prediction markets

Are prediction markets the same as gambling?

Not exactly — unlike casino gambling, there is no house to bet against, as traders take positions against each other and the platform earns a fee on each trade. Prices also reflect a collective estimate of probability rather than fixed casino odds.

Do you pay tax on prediction market winnings in Canada?

It depends on your situation, and tax treatment for these contracts is still developing. Profits could be treated as capital gains or as income, so it’s worth confirming the current rules with a tax professional.

Can you lose money on a prediction market?

Yes — if the event doesn’t resolve in your favour, the contracts you bought expire worthless and you lose what you paid for them. Research suggests most participants lose money over time, so only trade with money you can afford to lose.

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