How Prediction Market Odds Work

A prediction market price is a probability. How to read it, convert it to decimal, fractional or American odds, and why it beats a sportsbook line.

Last updated 16 October 2026

A prediction market price is a probability. That one idea is the whole subject: if a contract trades at 63¢, the market is saying there is roughly a 63% chance the event happens. Sportsbook odds hide the same information behind fractions and plus-minus numbers, which is why the two look so different at a glance.

Price to probability

Contracts on Polymarket and Kalshi pay out $1 if the event happens and $0 if it doesn't. So the price you pay is the market's implied probability, in cents:

Implied probability = contract price. A contract at $0.63 implies a 63% chance. A contract at $0.08 implies 8%.

Your profit follows directly. Buy a YES contract at 63¢, and if the event happens you receive $1 — a profit of 37¢ on 63¢ risked, or about 59%. If it doesn't happen, you lose the 63¢. The cheaper the contract, the bigger the payoff and the less likely the market thinks it is.

Worked example

Price paidImplied chanceProfit if YESReturn
$0.9090%$0.10+11%
$0.6363%$0.37+59%
$0.2525%$0.75+300%
$0.055%$0.95+1,900%

YES and NO are two sides of the same price

Every market has a YES side and a NO side, and they add up to $1. If YES trades at 63¢, NO trades at 37¢. Buying NO at 37¢ is exactly the same bet as selling YES at 63¢. This is why you never need a "lay" market or a separate bookmaker to bet against something — the other side is always available at the complementary price.

Converting to and from sportsbook odds

If you are used to sportsbook formats, these are the conversions. Let p be the probability as a decimal (63¢ = 0.63).

FormatFormulaAt 63¢
Decimal odds1 ÷ p1.59
Fractional odds(1 − p) : p4/7
American (favourite, p > 0.5)−100 × p ÷ (1 − p)−170
American (underdog, p < 0.5)100 × (1 − p) ÷ p—

Going the other way, decimal odds of 2.50 imply 1 ÷ 2.50 = 0.40, or a 40% chance — a contract price of 40¢.

Why the sportsbook number is always worse

Sportsbook odds include the bookmaker's margin, known as the overround or vig. Price up both sides of a two-way sportsbook market and the implied probabilities sum to more than 100% — often 104–110%. That excess is the house edge, and it is the reason the implied probability from a sportsbook is not a clean estimate of anything.

On a prediction market, YES and NO sum to $1 by construction. The platform earns from trading or settlement fees rather than from skewing the line, so the price is a much more direct reading of what participants collectively believe.

What moves a price

  • News. New information gets priced in within minutes on liquid markets.
  • Time. As the resolution date nears, prices drift towards 0 or 100 as uncertainty resolves.
  • Liquidity. A market with little money in it can swing on a single order, so a thin market's price is a weak signal. Check the volume before reading much into it.
  • The spread. The gap between the best buy and sell price is a real cost. On quiet markets it can be several cents wide.

How accurate are they?

The honest answer is: well calibrated in aggregate, not infallible in any single case. Across many markets, things priced at 70% do tend to happen around 70% of the time — that is what "calibrated" means, and it is the strongest argument for reading prediction markets at all. But a calibrated 70% still fails three times in ten, and thin or newly listed markets are much noisier than headline ones.

A price is not a prediction of what will happen. It is the current consensus estimate of how likely it is, and it will be wrong a predictable fraction of the time.

Comparing prices across platforms

The same question is often listed on more than one platform, and the prices are not always the same. A 3–4 cent gap on the same contract means the two sets of traders disagree — or that one market has not caught up with the news yet. Comparing them is the entire reason this site exists, and the cards below are live.

Common questions

Does a 90¢ price mean it is a safe bet?

It means the market thinks there is a 90% chance. One in ten such contracts still settles at zero, and because you are risking 90¢ to make 10¢, a single loss wipes out the gains from nine wins.

Why don't YES and NO add up to exactly $1 on screen?

Displayed prices are usually the last trade or the mid-point of the order book, so rounding and the bid-ask spread can leave a cent or two unaccounted for. The underlying contracts still settle at $1 and $0.

What happens if the event is ambiguous?

Each market has written resolution rules naming the source that decides the outcome. Those rules, not common sense, determine the payout — always read them before trading, because the edge cases are where disputes happen.