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Prediction Markets

Is a Prediction Market Price the Same as Probability? Not Exactly

Prediction market prices are often read as probabilities, but fees, liquidity, rules, trader mix, and settlement risk can distort them.

Price can approximate probability, but do not overread it

If a Yes contract trades at 0.60, people often say the market implies a 60% probability. That is useful shorthand, but not the full truth. The price may reflect market beliefs, but it is not an oracle or a pure probability.

The CFTC’s prediction markets page explains that event contracts sit inside specific rules and regulatory contexts. Product docs such as Polymarket Docs also make clear that market rules, settlement, and trading mechanics matter.

Why price can differ from probability

ReasonEffect
Low liquiditySmall orders can move price
FeesPrices must compensate for trading costs
Participant biasOne-sided user bases can skew markets
Settlement rulesReal-world outcome may not match contract outcome
Time valueCapital is locked until resolution
Information asymmetrySome traders may see information earlier

When prices are more useful

Prices are more informative when the market has meaningful depth, clear rules, and objective settlement sources. If the market is tiny, wording is ambiguous, or resolution may be disputed, the price is a mixture of belief, emotion, and liquidity pressure.

Check Yourself

Why is a 0.60 Yes price not exactly the same as a true 60% probability?

Suggested answer: Because market prices also reflect liquidity, fees, trader composition, settlement rules, and information asymmetry.

Further reading: CFTC Prediction Markets · Polymarket Docs · Prediction Market

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