Prediction Marketswith Professor Quackstradamus · a LuckyQuack site

How Prediction Markets Work

A prediction market lets you buy $1 contracts on yes-or-no questions. The price — from 1¢ to 99¢ — is the crowd's probability. If you're right, each contract pays $1; you can also sell early at the market price. In the US, regulated platforms like Kalshi are overseen by the CFTC.

Prices that are probabilities, contracts that pay a dollar, and a crowd that's surprisingly good at forecasting. Here's everything you need to start.

Best platforms for beginners

9.0
KalshiThe biggest regulated US prediction market, with the widest choice of contracts
US: trade $25, get a $25+ trading credit via partner codes (reported)
8.3
Robinhood Prediction MarketsEvent contracts inside the app millions of Americans already use
US: free stock (typically $5–$200) for new Robinhood accounts; occasional $0-commission promos
8.5
PolymarketThe world's best-known prediction market, now with a CFTC-regulated US app
US app: deposit offers via partner codes (e.g. deposit $10, get $25 trading credit)

Key terms

ContractPays $1 if the event happens (Yes) or doesn't (No).
Price1¢–99¢ — the market's probability.
Order bookAll waiting buy (bid) and sell (ask) orders.
SpreadThe gap between best bid and best ask.
SettlementWhen the outcome is confirmed and contracts pay out.
Maker / takerResting orders vs orders that fill immediately.

The basic idea

A prediction market asks a question with a clear answer — Will the Fed cut rates in December? Will the Bills win on Sunday? — and lets people trade contracts on it.

  • A "Yes" contract pays $1 if the answer is yes, and $0 if not.
  • A "No" contract pays $1 if the answer is no.
  • Prices run from 1¢ to 99¢, and "Yes" plus "No" always adds up to about $1.

If "Yes" costs 35¢, the market thinks the event has about a 35% chance. That's the magic: the price is the forecast.

A trade, step by step

  1. You think the Bills are better than a 55% shot, and "Yes" costs 55¢.
  2. You buy 100 contracts for $55 (plus a small fee).
  3. If they win, you receive $100 — a $45 profit before fees.
  4. If they lose, your contracts are worth $0 — you lose $55, plus any fees you paid.
  5. Or sell early: if the Bills lead at half-time and "Yes" rises to 80¢, you can sell for $80 and lock in $25.

Run your own numbers with the contract calculator.

Key terms in one table

TermMeaning
Event contractA contract that pays $1 if a stated event happens and $0 if not
PriceWhat one contract costs, 1¢–99¢ — read it as a probability
Order bookThe list of buyers and sellers at each price
SpreadThe gap between the best buy and sell prices
Maker / takerA maker posts a resting order; a taker fills an existing one (and usually pays the fee)
SettlementWhen the exchange decides the outcome and pays winning contracts
Resolution sourceThe official source named in the rules (AP, the Fed, a league)
DCMDesignated contract market — a CFTC-registered exchange

Exchanges, brokers and apps

Either way, you trade against other people, not the platform — unlike a sportsbook, which sets its own odds and profits when you lose.

How to get started

  1. Pick a platform — see our ranking of the best prediction markets.
  2. Sign up and verify your identity (18+ on most platforms; 21+ at Novig and ForecastEx).
  3. Fund your account — bank transfer (ACH) is usually free; cards often cost about 2%.
  4. Choose a market and read its rules.
  5. Place a limit order at the price you want, or buy at the market price.
  6. Hold to settlement or sell early.

A short history

YearMilestone
1988The University of Iowa launches the Iowa Electronic Markets for election research
2014PredictIt opens under a CFTC no-action letter
2020Kalshi becomes the first CFTC-designated exchange built for event contracts
2024Kalshi wins in court and lists US election contracts
2025Sports event contracts launch; volume explodes
2025–26Polymarket returns to the US; Robinhood, FanDuel and DraftKings launch; states fight sports contracts in court

The wider story is in are prediction markets legal?

The risks, plainly

  • You can lose everything you pay for a contract.
  • Prices are crowd opinions, not certainties — 80% favourites lose one time in five.
  • Rules can settle a market differently from what you expected.
  • Fees and spreads eat small edges.
  • State rules on sports contracts are changing fast.

The five things to learn next

  1. Prices as probabilities — implied probability and calibration.
  2. How to place orders — order books and limit orders.
  3. What it costs — prediction market fees.
  4. How markets settle — resolution rules.
  5. Whether it's legal where you live — are prediction markets legal?.

What can you trade?

Many things with a clear, verifiable answer — within each exchange's rules and what its regulator allows (some subjects, like assassinations or terrorism, are excluded): politics, sports, the economy, crypto, esports, video games and entertainment — plus weather and stranger things.

Why prediction markets are good forecasters

When many people with different information put money behind their views, their errors tend to cancel out. Read wisdom of crowds — and, for balance, when markets got it wrong.

Where to start

For most US beginners, Kalshi or Robinhood are the easiest starting points. See our full ranking of the best prediction markets.

How Prediction Markets Work, illustrated by LuckyQuack
Play responsibly Prediction markets are real money. Start with small amounts, use a budget, and never trade money you need for bills. Responsible gambling help

Guides

01Are Prediction Markets Legal? CFTC Rules, State Lawsuits and the Rest of the WorldFederally regulated, fought over by states, and banned or grey in much of the world. Here's the map in October 2026.02Prediction Market Arbitrage: How It Works and Why It's Harder Than It LooksBuy Yes here, No there, collect a guaranteed profit. In theory. Here's what the YouTube videos leave out.03Prediction Market Fees Compared: Kalshi, Polymarket, Robinhood and MoreOn a one-dollar contract, a cent or two is a big deal. Here's exactly what each platform charges in October 2026.04Prediction Market Liquidity and Slippage: Why Thin Markets Cost You MoneyA price on screen is only a promise if someone is willing to trade at it.
All Prediction Markets guides →

News & blog

Blog9 OctWisdom of Crowds: Why Prediction Markets Work (and When They Don't)News19 OctNovig Reports Download and Deposit Growth After Sydney Sweeney CampaignNews19 OctUnderdog Challenges Tennessee Enforcement in Federal CourtNews13 OctStudy for Tribal Gaming Puts Prediction Market Risk at Up to $39bnNews10 OctCFTC Proposes Defining Event Contracts as Swaps
All Prediction Markets news →

How Prediction Markets Work FAQ

How do prediction markets make money?

Mostly through trading fees on each contract, sometimes plus funding fees. On a pure exchange, the platform doesn't care who wins.

Can you lose more than you invest?

No. When you buy a contract, the most you can lose is what you paid for it, plus any trading fees.

Is a prediction market gambling?

Economically it's similar to betting. Legally, US regulators treat contracts on CFTC-regulated exchanges as derivatives; some states disagree for sports contracts.

How much money do I need to start?

Very little — contracts cost under $1, and most platforms have no meaningful minimum deposit. Start small while you learn.

Professor Quackstradamus holding a glowing crystal ball with a question mark