Polymarket Implied Probability, Explained
Polymarket Implied Probability, Explained
On Polymarket, price is probability: a Yes token at 0.60 is the market's best estimate that the event happens. The subtlety is which price — the mid, the book, or the last trade.
Figures measured as of 2026-10-02 on the published PolyOrderbooks archive.
Mapping
How price becomes probability
- A Yes token priced at 0.p means p percent probability in the simplest reading.
- The implied probability of No is 1 - Yes price; the two tokens must sum near 1.00 on a two-outcome market.
- Mid price is the naive probability; best ask is the probability you can actually buy, and best bid the one you can sell.
Book
Why the book can disagree with the price
Recorded books show mids that are not executable probabilities. A mid of 0.4995 resting on an empty book, or a 0.500 printed over a 99.6-cent-wide chasm, quotes a probability nobody can trade at.
For tradeable probability, read the book: the ask is the cost of Yes, the bid is the proceeds of selling. The spread between them is the friction on the estimate.
Measured
Consensus near settlement
Near resolution the implied probability collapses to the answer: the winning side holds 0.99 or better in 98.6% of measured observations, and the losing side drains toward 0.01. The probability quoted by the book stops being an estimate and becomes the outcome.
Studies of these moves need the recorded ladder — a 1-minute price series shows the collapse as a step; the 250ms book shows the depth that preceded it.
Practices
The workout
- Take an Up/Down frame and compute the implied probability from the executable floor (floor = the market's probability of the up side) and from the mid; the two disagree on one-sided books, and the gap is information.
- Recompute the same implied probabilities five seconds later after a reprice; the one-second 99.6-cent ladder pass shows how fast anchor probability moves.
- Compare the implied probability to the actual settlement frequency across a sample of resolved contracts; calibration is the real test of an implied number.
- Record the bound and reference time alongside every implied reading; an implied probability without its reference is a snapshot without coordinates.
Deeper
The measured reality
Implied probability on Polymarket is a market price, not a forecast: it is the venue's answer to "how much is each side worth," and on a one-sided, thin ladder it can be a one-tick statement about a fast-moving reference.
The measured calibration corpus — 98.6% of frames at 0.99/0.995, 90%+ one-sided — means implied readings bunch at the edges, and the interesting inferences sit in the compressed 0.50–0.60 band where the ladder changes fastest.
Calibration is the honest test of any implied number on this venue: take a sample of resolved contracts, compare the implied floor at a chosen second to the true settlement share, and publish the calibration curve with its sample size rather than a single point.
A practical sanity check for any implied-to-value conversion on this venue: convert the floor to a probability, convert the odds quote to a price, and confirm they agree within one tick. The two readings should describe the same ladder, and when they diverge the mid is usually the culprit rather than the research, which is why every archived frame stores the floor and the reference second together.
Conclusion
The honest takeaway
Implied probability is the venue's central estimate in price form, valid only with its reference time and bound.
Check calibration, not just level: a series of resolved contracts is the honest test of any implied claim.
The tied-to-the-ladder reading — floor-based, one-sided-aware — is the one that survives a reprice audit.
Where it fits
Place in the stack
Implied probability is the read-out of the Up/Down ladder: this page converts the measured price structure into the numbers people quote.
Pair it with the odds and mid-price explainers; the three pages cover price, probability, and executability of the same frame.
Calibration, not level, is what this page adds to the catalog; the resolved corpus is the reference for its tests.
Keep it simple
The takeaway in two sentences
An implied probability is a price with a reference time and a bound; without them it is a number without coordinates.
Check calibration on resolved contracts before believing any implied edge; the corpus is the reference.
FAQ
Is a Polymarket price literally a probability?
In the risk-neutral sense, Yes at 0.60 implies a 60% market probability. Real efficiency studies address the gap between implied and actual; the book, not the mid, is the executable estimate.
What is the difference between mid and ask probability?
Mid is the naive center of the spread; the ask is what Yes costs to buy, and the bid what selling Yes pays. The executable probability is at the ask or bid, not between them.
Where can I get historical implied probabilities?
Historical price series (official API or recorded) give implied probability over time; recorded 250ms books add the depth that tells you whether the probability was tradeable.