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Probability and odds basics, and how a price says the same thing

A probability is a number between zero and one. Odds are that same chance written as a ratio. A contract price in cents is both at once. Learn to move between them and a price stops being a mystery.

By Fredrik FilipssonFounder and editor · Two decades in advisory, hospitality and mediaEditorial review by Morten Andersen · Last reviewed 26 June 2026
Last reviewed
26 June 2026
Reading time
About 14 minutes
Level
Beginner
Quick answer

Probability is how likely something is, written as a number from zero to one, or as a percentage from zero to one hundred. Odds express that same likelihood as a ratio between the chance an event happens and the chance it does not. On a prediction market the contract price does the same job in cents, because a contract worth one dollar if the event happens is worth its probability today. A price of sixty cents implies a sixty percent chance, which is the same as decimal odds of about 1.67 and a ratio of two to three against. They are three views of one number, and none of them is a prediction.

The core idea

Four ideas that make a price readable.

1
Probability is a share of certainty

A probability is a number from zero to one, often shown as a percentage. Zero means the event cannot happen, one means it is certain, and most real questions sit somewhere in between. It is the single cleanest way to say how likely something is.

2
Odds are the same chance as a ratio

Odds compare two quantities, usually the chance against an event to the chance for it. A fifty percent chance is even odds, or one to one. A twenty five percent chance is three to one against. The ratio carries the same information as the probability, just arranged differently.

3
A price in cents is an implied probability

Because a contract pays one dollar if the event happens and zero if it does not, its fair price equals its probability. Sixty cents implies sixty percent. This is why you can read a price straight off as a chance, before fees.

4
Odds formats are translations, not new facts

Decimal, fractional, and American odds are three notations for one underlying probability. Learning to convert between them means you can compare a market price with a sportsbook line or a forecaster figure without being fooled by the format.

See it for yourself

Drag the price, read the odds.

A contract price in cents is the same information as a probability and as a set of odds, written three different ways. Move the slider to watch one number turn into the others. This is arithmetic, not a forecast, and it excludes fees.

Contract price
60¢
Implied probability
60%
Decimal odds
1.67
Against to for
2 to 3

Illustrative and excludes fees. The price is an implied probability, not a prediction, and the contract can also resolve no, returning nothing.

What a probability actually is

A probability is a measure of how likely an outcome is, expressed as a number between zero and one. A probability of zero means the outcome is impossible and a probability of one means it is certain. Everything interesting lives between those poles. People often find percentages easier to hold in mind, so a probability of 0.6 is usually spoken as a sixty percent chance. The two are identical, one simply multiplied by one hundred.

A useful habit is to treat a probability as a statement about your uncertainty rather than a property of the world. Saying a figure has a seventy percent chance of landing above a threshold does not mean the world has decided. It means that, given what is known now, seventy out of a hundred similar situations would be expected to turn out that way. That framing keeps you honest, because it makes clear that a high probability can still fail to come true.

Probabilities for a set of outcomes that cover every possibility, with no overlap, add up to one. If a question has only a yes and a no, and yes has a probability of sixty percent, then no has forty percent. This simple rule sits underneath everything else on this page, including how a two sided market price is read.

What odds are, and the three common formats

Odds express the same likelihood as a ratio. The most intuitive form is odds against, which compares the number of ways an event fails to the number of ways it happens. A one in four chance, or twenty five percent, is three to one against, because there are three losing cases for every winning one. Even odds, written one to one, describe a fifty percent chance.

Decimal odds, common in much of the world, state the total return per unit staked including the stake back. Decimal odds of 2.00 mean a winning one dollar stake returns two dollars, so it describes an even chance. You convert a probability to decimal odds by dividing one by the probability, so a sixty percent chance is one divided by 0.6, or about 1.67.

Fractional odds, traditional in the United Kingdom, show profit relative to stake, so five to one means a one dollar stake wins five dollars of profit plus the stake back. American odds use a positive or negative number anchored to a one hundred unit stake, where a negative figure shows how much you must stake to win one hundred and a positive figure shows how much one hundred would win. All three describe the same underlying probability.

Converting between price, probability, and odds

On a prediction market the conversion you use most is the simplest. A contract price in cents equals the implied probability in percent, because the contract settles at one dollar if the event happens. Sixty cents is sixty percent. To go from that probability to decimal odds you divide one by the probability written as a fraction, giving about 1.67. To express it as odds against you compare the no chance to the yes chance, here forty to sixty, which simplifies to two to three against.

Going the other way is just as direct. If you see decimal odds of 4.00 somewhere else, the implied probability is one divided by four, or twenty five percent, which corresponds to a contract price of twenty five cents. Being able to move in both directions lets you line up a market price against a bookmaker quote, a model output, or a published forecast, and see whether they actually disagree or are simply written in different clothes.

Keep the limits of the exercise in view. Converting a price into odds tells you what the market is pricing, not whether the market is right. The arithmetic is exact, the probability it describes is only an opinion, and the opinion can be wrong.

Why two sided prices add up to more than one hundred

In a real market the yes and the no prices usually sum to a little more than one hundred cents rather than exactly one hundred. The gap is the spread, and it reflects the cost of trading and the margin that liquidity providers ask for. If yes trades at sixty two and no trades at forty, the implied probabilities add to one hundred and two percent. That extra two percent is not a real probability, it is friction.

This matters because the headline price slightly overstates the true implied chance once you account for the cost of getting in and out. When you compare a market with a forecast, it is fairer to look at the midpoint of the yes and no prices rather than the price you would actually pay. The midpoint strips out some of the spread and gives a cleaner read on what the market collectively thinks.

Common mistakes when reading odds

The first mistake is treating a probability as a promise. A ninety percent chance is not a certainty, and over many such situations roughly one in ten will go the other way. A run of favourites losing is not evidence the numbers were wrong, it is exactly what probability predicts will sometimes happen.

The second mistake is comparing formats carelessly. A sportsbook line and a market price can look very different while describing the same chance, and they can look similar while describing different ones once the built in margin is removed. Always convert to a common scale, usually probability, before deciding whether two numbers agree.

The third mistake is ignoring fees and spread. The clean conversion from price to probability assumes no costs. Once you fold in the spread you cross and any platform fee, the real break even probability you need to come out ahead is higher than the headline price suggests. None of this is financial advice, and the only safe way to use these tools is to understand them before you risk anything.

Using a price as a quick sanity check

Once the conversions feel natural, a price becomes a fast way to test whether a claim makes sense. If someone insists an outcome is almost certain while the market prices it at sixty cents, the market is implying only a sixty percent chance, and the gap between the confident language and the modest price is worth noticing. The price is not automatically right, but it summarises what many participants are willing to back with money, which is usually a more sober estimate than a single strong opinion.

The same check works in reverse. A contract priced at five cents implies roughly a one in twenty chance, so treating it as a likely outcome misreads the number badly. Training yourself to translate any price into a plain English likelihood, a near certainty, a coin flip, a long shot, keeps you anchored to what the market is actually saying rather than to how a headline frames it.

Use this habit gently. A price is a live opinion that can be wrong, thin markets can misprice, and a single number never captures the full shape of an uncertain situation. The point of the sanity check is not to win arguments but to keep your own expectations calibrated, so that you are neither swept along by confident talk nor dismissive of a small but real chance.

Why the same probability can feel different

A final subtlety is that identical probabilities can feel very different depending on how they are framed, and that feeling can distort decisions. A ninety percent chance of success and a ten percent chance of failure describe exactly the same situation, yet people often treat the first as safe and the second as alarming. The arithmetic is unchanged, only the wording moved.

Odds formats can amplify this effect. Long fractional odds such as twenty to one can make a genuine chance feel more remote than the equivalent five percent probability, while a tight decimal figure can make a near certainty feel more bankable than it is. Converting everything to a plain probability before you judge it strips away the framing and lets you compare situations on equal terms. That discipline, more than any single formula, is what reading probability and odds well actually buys you.

Worked conversions

A table you can keep beside the screen

The conversions on this page are easier to trust once you see them lined up. The table below takes a handful of common contract prices and shows the same chance written four ways, as a price in cents, as an implied probability, as decimal odds, and as a plain ratio of the chance against to the chance for. Every row excludes fees, because the arithmetic that turns a price into a probability assumes no costs. On a real market the price you actually pay sits a little worse than the headline, which the spread section below explains.

Contract priceImplied probabilityDecimal oddsAgainst to for
5%20.0019 to 1 against
25¢25%4.003 to 1 against
40¢40%2.503 to 2 against
50¢50%2.001 to 1 even
60¢60%1.672 to 3 against
75¢75%1.331 to 3 against
95¢95%1.051 to 19 against

Worked conversions, fees excluded. Decimal odds are one divided by the probability. The ratio compares the no chance to the yes chance, reduced to whole numbers. Figures rounded to two decimals.

See the scale

Where a price sits on the line of chance

It also helps to picture a price as a point on a single line that runs from impossible to certain. The strip below marks the prices from the table in their place along that line. A contract at 5 cents lives near the left, a long shot. One at 50 cents sits dead centre, a coin flip. One at 95 cents lives near the right, a near certainty that can still fail. Reading a price this way, as a position on the line rather than a bare number, is the habit that keeps a probability honest in your mind.


long shot
25¢50¢
coin flip
75¢95¢
near certain

The line of chance runs from impossible on the left to certain on the right. Marks show the example prices from the table. Illustrative, and a price is an implied probability, not a prediction.

Across the platforms

Where these conversions show up in practice

The clean rule that a price in cents equals a probability in percent holds because of how these contracts are built. On Kalshi each contract settles at one dollar if the event happens and zero if it does not, and it trades between 1 cent and 99 cents, per Kalshi's published contract terms as of June 2026, so a 60 cent contract reads directly as a 60 percent implied chance before any fee. On Polymarket the yes and no shares trade between zero and one dollar and sum to one dollar across the two outcomes, per Polymarket's help center as of June 2026, so multiplying a 0.36 share price by one hundred gives a 36 percent implied probability. Different wording, identical idea.

Fees sit on top of the arithmetic and quietly raise the probability you need to break even. Kalshi, for example, charges a trading fee that rises toward the middle of the price range and falls toward the ends, per its fee schedule dated February 2026, so the true cost of a 50 cent contract is a little more than the price implies. When you compare a market against a sportsbook line or a published model, convert everything to a plain probability first, then remember that the market figure carries a spread and the sportsbook figure carries a built in margin. Two numbers can look like a disagreement when they are really the same view wearing different costs.

None of this is financial advice, and the conversions do not make any price correct. They only let you read what a price is saying in whichever language you find clearest, so that a contract quote, a bookmaker line, and a forecaster's percentage can finally be compared on equal terms. That is the whole practical payoff of learning probability and odds, and it is a real one.

Reviewed by Fredrik Filipsson, Editor, on 26 June 2026. Conversions checked by hand and platform mechanics checked against the published terms of Kalshi and Polymarket as of June 2026. General information, not financial or investment advice.
Where this matters

Take this into the platforms, markets, and rules.

A note on risk,

Understanding probability and odds does not make trading safe. A confident probability can still be wrong, and a price can move against you fast. Stake only what you can afford to lose, never to chase a loss, and never on borrowed money. If it stops feeling like a free choice, step back. In the United States you can call or text the helpline on 1-800-GAMBLER or visit ncpgambling.org.

Common questions

Answered plainly.

How do I turn a contract price into a probability?

On a market where a contract settles at one dollar if the event happens, the price in cents is the implied probability in percent. A price of forty cents implies a forty percent chance, before fees. It is the most direct conversion in this whole topic.

What are decimal odds and how do they relate to probability?

Decimal odds show the total return per unit staked, including your stake. You convert a probability to decimal odds by dividing one by the probability, so a twenty five percent chance is one divided by 0.25, which is 4.00. To reverse it, divide one by the decimal odds to get the probability.

Why do the yes and no prices add up to more than one hundred?

The small excess over one hundred cents is the spread, the cost of trading and the margin liquidity providers require. It is friction, not a real probability. Looking at the midpoint of the yes and no prices gives a cleaner read on the market view.

Does a high probability mean the event will happen?

No. A probability is a measure of likelihood, not a guarantee. A ninety percent chance still fails about one time in ten, and a string of such failures is consistent with the numbers being correct. Treat every probability as uncertainty, not a promise.

Are odds and probability the same thing?

They carry the same information in different forms. Probability is a single number from zero to one, while odds are a ratio between the chance for and against an outcome. You can always convert one into the other, which is why a price, a probability, and a set of odds can all describe one chance.

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