What Are Prediction Markets?

Prediction markets turn a specific future question into shares whose prices show what participants currently think the outcome is worth. Rather than asking people for a poll response, they let people take a position on a defined result and trade it as news and views change.

That is what makes them interesting: one moving price can turn a messy debate into a visible, updateable estimate. It is a useful signal to inspect—not a crystal ball and not a substitute for reading what the market actually asks.

What a prediction market does

A prediction market asks a narrow question with an outcome that can eventually be checked. A standard binary market might ask, “Will the Riverside transit measure pass by September 30?” It has two outcome shares: Yes and No.

Before the answer is final, those shares can change hands. After the market resolves under its written rules, the winning outcome redeems for $1 per share and the losing outcome is worth $0. That fixed end point is why a cents price can be read as a rough probability: a 62¢ Yes share has a possible $1 payoff if Yes wins.

Why price acts like probability

In a binary market, a Yes price of 62¢ is usually described as a 62% market-implied probability. The simple intuition is that a share with a $1 payoff only if Yes wins is more valuable when market participants judge Yes to be more likely.

But the number on a page is a summary, not necessarily the price an order will receive. Polymarket documents that it normally shows the midpoint of the best bid and ask; when the spread is wider than 10¢, it shows the last traded price instead. A buyer meets an ask and a seller meets a bid.

Market detailIllustrative valueWhat it means
Best bid for Yes58¢The highest current offer from someone willing to buy Yes.
Best ask for Yes66¢The lowest current offer from someone willing to sell Yes.
Displayed probability62%The midpoint: (58¢ + 66¢) ÷ 2. It is a useful signal, but neither side can necessarily trade at it.

The practical lesson is simple: use the displayed percentage to understand the market’s broad view, then inspect the bid, ask and depth before treating it as a tradeable quote. Our Price and Probability Calculator converts the first number; How to Read a Market Page covers the context around it.

How people trade a prediction market

People trade when their view differs from the current price. Someone who thinks a 62¢ Yes price understates the likelihood of Yes can buy Yes. Someone with the opposite view can buy No or sell a Yes position they already hold. The other side of the trade is another participant, not a house setting a one-way line.

A participant can also change course before resolution. If a new development moves Yes from 62¢ to 78¢, a holder may sell to another buyer rather than wait for the final outcome. That early exit is a trade at the price and size currently available; it is different from the market’s eventual $1-or-$0 settlement. See how selling before resolution works for that distinction.

How markets aggregate information

Markets can aggregate information because participants bring different inputs: public reporting, specialist knowledge, data, local context and competing interpretations of the question. A price changes when enough of those views meet through orders. The result is one visible number that is easier to compare over time than a pile of separate takes.

In our view, the real value is not that a market eliminates disagreement. It puts disagreement on a common scale. If the market says 62% and you think the answer is closer to 80%, the gap makes your assumption explicit: what do you know, what has the market missed, and is the available price actually close to 62¢?

A concrete example

Imagine a market asking, “Will the Riverside transit measure pass by September 30?” Yes is available at 62¢. A participant buys 100 Yes shares for $62 before applicable costs because they think recent local data has not been fully reflected.

What happens nextIllustrative result for 100 Yes sharesWhy it matters
Yes price rises to 76¢ before resolutionA sale at 76¢, if a buyer is available, returns about $76 before applicable costs.The position gained value before anyone settled the final result.
Market resolves Yes100 winning shares redeem for $100.Gross profit is $38 before applicable costs because the initial outlay was $62.
Market resolves NoThe Yes shares are worth $0.The amount paid for the shares is at risk; a 62% price was never a promise.

This is an invented example, not a recommendation or a live market. It shows why three questions belong together: what the market asks, what price is actually available, and what the rules say will count as the final outcome. For the arithmetic alone, use the Profit and Payout Calculator.

Strengths and weaknesses

StrengthWhy it can helpMatching weakness
One clear signalA changing price makes it easier to track a defined question than a scattered stream of commentary.A clean-looking number can hide a wide spread or very little depth.
Incentives to updateParticipants who think the market is wrong can act on that view instead of only arguing about it.Incentives do not guarantee good information, broad participation or calm judgment.
Tradable before the resultA position may be sold when views change and a counterparty is available.There may be no buyer at the shown price, especially for a large order or a niche market.
Defined settlementWritten rules create a test for the eventual $1-or-$0 outcome.A vague question or overlooked rule can make a seemingly obvious answer less obvious.

The common mistake is treating the price as both a perfect forecast and a guaranteed execution price. It is neither. A useful reader separates the market-implied probability, the price currently available in the order book, and the rules that govern settlement.

Bottom line

Prediction markets turn a defined future question into a live price signal. They are interesting because market prices can collect many competing views into an easy-to-read probability estimate, while still letting participants trade when they disagree. Start with the exact question and rules, then keep the displayed probability separate from the bid or ask you could actually trade.

Frequently Asked Questions

What is a prediction market?

A prediction market is a market for a defined future outcome, where participants buy and sell outcome shares rather than merely state an opinion. In a standard binary market, the winning side pays $1 at resolution and the losing side pays $0.

Does a 60¢ prediction-market price mean a 60% chance?

A 60¢ outcome price is commonly read as a 60% market-implied probability. It summarizes the market’s current valuation, not a guarantee that the event will happen or that a new order will execute at 60¢.

How do people trade prediction markets?

People trade prediction markets by buying the outcome they think is underpriced, buying the opposing outcome when they think the first is overpriced, or selling a position before resolution if another participant will buy it. The available bid, ask and depth determine the price and size that can actually trade.

Why can a prediction-market price change so quickly?

A prediction-market price changes when participants revise or act on their views and new orders meet in the market. New reporting can matter, but so can a changed interpretation of the question, the arrival of informed traders, or a thin order book.

Are prediction markets always accurate?

No. A prediction market can be informative without being right. Weak liquidity, a vague question, a concentrated group of traders, stale information and collective overreaction can all produce a price that is less useful than it looks.

What is the difference between a displayed probability and a tradable price?

A displayed probability is a summary of current market pricing, while a tradable price is the bid a seller can receive or the ask a buyer can pay. On Polymarket, the display is normally the bid-ask midpoint and may instead use the last trade when the spread is wide.

Read the market behind the number

Explore a live question with context

Browse current markets, then read the exact question, rules and available prices before drawing a conclusion from the headline probability.