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Prediction markets vs surveys

A survey tells you what people say; a market price tells you what money thinks the odds are. Those are not the same number.

prediction markets vs surveyssentiment vs probabilitywhat does a market price meanpolls vs markets

The short version

A survey aggregates opinions. A market aggregates opinions that people are willing to lose money on, which tends to discipline the wishful thinking out. Neither is better; they answer different questions. The mistake is reading a sentiment poll as if it were a probability, and sizing a position on it.

Why it matters

Confusing sentiment with probability is how people talk themselves into bad trades. 68% of fans thinking the deal closes is not a 68% chance the deal closes. Knowing what a number is actually measuring, opinion or odds, is the foundation everything else sits on.

Same topic, different number

  • A poll of voter preference today
  • A market on who wins by a specific date
  • A survey of expert confidence

How to tell them apart

Skin in the gameMarkets price what people will back with money; surveys price what they will say for free.
The questionSentiment now versus outcome-by-a-date are different questions with different answers.
Update speedMarkets reprice on news in minutes; surveys are a snapshot of yesterday.
Bias profileEach has its own biases, thin liquidity versus sampling error. Know which you are reading.

FAQ

Are markets always better than surveys?

No. They answer different questions and often complement each other.

What should I check first?

Wording, source, deadline, and update cadence, for both.

Does a market replace polling?

No. Polls can be an input; the market is the priced-in conclusion.