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Prediction Markets

Our model's implied probabilities compared to live Polymarket odds. Edge = model probability minus market probability. Positive edge = the market underprices this driver relative to our model.
Polymarket CLOB Live Odds Kelly Sizing

Next Race: Monaco Grand Prix

Round 6 · 2026-06-07 · Circuit de Monaco, Monte Carlo

Best Edge (Model)
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computing...
Biggest Overpriced
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market too high
Market Favorite
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Model Favorite
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Model vs Market — Race Winner
Edge Detection Table — Monaco Grand Prix
DriverModel %Market %EdgeEV/$1Kelly %Signal

Championship Winner Market

Season-long championship odds from Polymarket ($153M+ volume)

Model vs Market — WDC Winner
Championship Edge Table
DriverModel %Market %EdgeEV/$1Kelly %Signal

Methodology

How we detect edge and size positions

Edge Detection

Edge = Pmodel - Pmarket

Positive edge means our model assigns a higher probability than the market. If our model is better calibrated, this represents expected value.

Edge = Pmodel - Pmarket
EV = Pmodel × (1/Pmarket - 1) - (1 - Pmodel)
Signal: >+5% = Strong Buy, +2-5% = Buy, ±2% = Neutral, -2-5% = Sell, <-5% = Strong Sell
Kelly Criterion

Optimal bet sizing for maximizing long-run geometric growth:

f* = (p × b - q) / b

where:
  p = model probability
  q = 1 - p
  b = implied odds - 1 = (1/Pmarket) - 1

Kelly % = fraction of bankroll to wager. Half-Kelly (f*/2) is the practical standard — full Kelly is too volatile for most bankrolls.

Model Limitations
Our model uses current-season form only (5 races). It does not account for circuit-specific performance, weather, car upgrades, or team orders. The market aggregates thousands of informed opinions. Treat edge signals as research starting points, not trading recommendations.
Data Source
Market odds from Polymarket CLOB (Central Limit Order Book). Prices reflect real-money predictions from thousands of traders. Championship market: $153M+ volume. Race markets: $100K+ per race. Fetched live via the Gamma API at generation time.
Disclaimer: This is an analytical comparison between a statistical model and prediction market prices. It is not financial advice. Prediction markets involve real money and risk. The model's edge estimates are based on 5 races of data — a small sample. Past edge does not predict future edge.