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Understanding Prediction Market Odds and Probability

How to read prediction market odds and convert them to probability. Implied probability, overround, expected value explained. Beginner's guide.

Sarah Whitfield
Markets Editor — Political Forecasting · · 3 min read
✓ Fact-checked · 📅 Updated 28 April 2026 · 3 min read
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Key takeaway: Within prediction markets, a share's price functions as the probability itself. When a YES share trades at $0.65, the collective market assessment reflects a 65% likelihood that the outcome will occur. Grasping this fundamental relationship between price and probability forms the cornerstone of successful market participation.

Those transitioning from traditional sports wagering will notice that prediction market odds operate on entirely different principles. Fractional odds (5/1), American odds (+400), and decimal odds (5.0) do not exist here. Instead, prediction markets employ a more transparent approach: the share price itself embodies the implied probability.

Price = Probability

Each prediction market contract splits into two opposing positions: YES and NO. Their prices consistently sum to roughly $1.00 (accounting for a modest spread retained by the market operator). The interpretation follows this pattern:

  • YES at $0.72 = Collective belief suggests 72% likelihood of occurrence
  • NO at $0.28 = Collective belief suggests 28% likelihood of non-occurrence
  • YES at $0.50 = Perfectly balanced — market shows no lean either direction
  • YES at $0.95 = Overwhelming consensus — merely 5% probability of the opposite outcome

Calculating Your Expected Value

Expected value (EV) serves as the metric for assessing whether a trade generates profit across repeated attempts. The calculation remains straightforward:

EV = (Your probability x Potential profit) - ((1 - Your probability) x Potential loss)

Illustration: Suppose "Event X" trades at $0.40 (40%), yet your analysis suggests the genuine probability reaches 55%. Should you purchase YES at $0.40:

  • Gain if YES materialises: $1.00 - $0.40 = $0.60
  • Loss if NO materialises: $0.40
  • EV = (0.55 x $0.60) - (0.45 x $0.40) = $0.33 - $0.18 = +$0.15 per share

Positive EV indicates a trade with profitable expectations. Across numerous trades, positive EV accumulates into tangible wealth creation.

The Spread

The gap separating the highest purchase offer (bid) from the lowest sale offer (ask) constitutes the spread. Polymarket's most actively traded contracts typically feature spreads between 1-3 cents. This mirrors the "vig" concept in sports betting, though substantially narrower:

  • Prediction market spread: 1-3% (functionally equivalent to vig)
  • Sports betting vig: 5-15% embedded within the odds structure
  • Implied overround: Prediction market YES and NO prices converge near $1.00. Sports betting implied probabilities frequently total 110-115%

Reading the Order Book

The PolyGram order book depth display reveals all outstanding purchase and sale orders stacked at various price tiers. This information communicates:

  • Liquidity: The volume available for transacting without substantially shifting the price
  • Support/resistance: Price zones where substantial orders accumulate, forming "barriers" that impede price shifts
  • Market sentiment: Whether buying enthusiasm or selling pressure dominates at present valuations

Converting to Traditional Odds

For those preferring conventional odds representations:

Market Price Implied Prob. Decimal Odds American Odds
$0.8080%1.25-400
$0.6565%1.54-186
$0.5050%2.00+100
$0.2525%4.00+300
$0.1010%10.00+900

Common Mistakes

  • Treating price as a quality indicator: A $0.90 share carries no inherent advantage or disadvantage versus a $0.10 share — only whether the valuation aligns with true likelihood matters
  • Overlooking the spread: Thinly traded markets may exhibit spreads of 5-10 cents, substantially eroding your profit margin
  • Excessive conviction: Before assuming the market has mispriced something, consider why thousands of participants hold the opposite view

Browse current odds spanning 1,500+ contracts on PolyGram. Start trading on PolyGram →

Sarah Whitfield
Markets Editor — Political Forecasting

Sarah has tracked political prediction markets and election forecasting since the 2020 US cycle. Focus: US presidential, congressional, and UK parliamentary contracts.