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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.

Priya Anand
Sports Editor — Odds & Form · · 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 is that a 65% likelihood exists for that outcome to occur. Grasping this fundamental relationship between price and probability forms the cornerstone of successful market participation.

Coming from a sports betting background, prediction market odds operate quite differently. Fractional odds (5/1), American odds (+400), and decimal odds (5.0) do not exist here. Instead, prediction markets employ a more straightforward approach: share prices function as direct probability indicators.

Price = Probability

All prediction market contracts feature two opposing sides: YES and NO. These prices consistently total roughly $1.00 (accounting for a modest spread retained by the market operator). Here is what these prices convey:

  • YES at $0.72 = The market assesses a 72% likelihood of the outcome materialising
  • NO at $0.28 = The market assesses a 28% likelihood the outcome does not materialise
  • YES at $0.50 = An even split — the market holds no clear bias either direction
  • YES at $0.95 = Overwhelming consensus — merely a 5% probability of the opposite occurring

Calculating Your Expected Value

Expected value (EV) establishes whether a position generates profit across repeated trades. The calculation follows this straightforward formula:

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

Illustration: A market quotes "Event X" at $0.40 (40% implied), yet you assess the genuine probability at 55%. Purchasing YES at $0.40 yields:

  • 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

When EV turns positive, the position carries favourable expected returns. Across numerous trades, this positive expectation accumulates into tangible wealth creation.

The Spread

The gap separating the highest purchase offer (best bid) from the lowest sale offer (best ask) constitutes the spread. On Polymarket, heavily-traded contracts typically exhibit spreads of 1-3 cents. This mirrors the "vig" familiar to sports bettors, though substantially tighter:

  • Prediction market spread: 1-3% (comparable to vig)
  • Sports betting vig: 5-15% embedded within quoted odds
  • Implied overround: Prediction markets see YES + NO prices converge near $1.00. Sports betting displays implied probabilities summing to 110-115%

Reading the Order Book

The PolyGram order book depth display presents all outstanding buy and sell orders across price tiers. This reveals:

  • Liquidity: The volume available for purchase or sale without shifting the quoted price
  • Support/resistance: Price zones where substantial orders congregate, forming "walls" that impede price shifts
  • Market sentiment: Whether buying or selling momentum dominates at prevailing valuations

Converting to Traditional Odds

Should conventional odds notation feel more intuitive:

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 an indicator of trade quality: A $0.90 contract carries no inherent advantage or disadvantage versus a $0.10 contract — the crucial factor is alignment between price and actual probability
  • Overlooking the spread: Thinly-traded markets often feature spreads of 5-10 cents, which can erode your potential advantage significantly
  • Excessive conviction: Before betting against the consensus, consider whether your reasoning justifies disagreeing with thousands of market participants

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

Priya Anand
Sports Editor — Odds & Form

Priya benchmarks sports prediction-market lines against traditional sportsbooks. Specialism: Premier League, NBA, and the major European cup competitions.