Live on Polymarket data

See where our model disagrees with the market — and whether you can legally act on it.

Polypredict puts its own price-blind probability estimate on every live Polymarket event, shows it against the market with an uncertainty range, and tells you — per bet, per jurisdiction — whether you can legally place it. Often wrong, never advice.

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live markets scanned
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jurisdictions
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bet categories
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orders ever placed

Live demo · illustrative

What the scanner surfaces

EconomicsRegulated

Will the Fed cut rates in July?

Our model

52%

+14%
market 38%range 4361%
Leans YesOpportunity94
EconomicsRegulated

US GDP growth above 3% in Q3?

Our model

33%

-8%
market 41%range 2542%
Leans NoOpportunity52
EconomicsRegulated

US recession declared in 2026?

Our model

27%

-8%
market 35%range 1936%
Leans NoOpportunity64

Illustrative sample — these markets and figures are invented. The live app scans real Polymarket markets; estimates are uncertain and often wrong, and nothing here is advice.

Live Polymarket (Gamma) data
Forecaster blind to price
Execution OFF by default
Per-bet legality, cited

The edge

A probability model, not a tipsheet.

Four things working together to surface where our model's probability diverges from the market price — and whether placing that bet is legal where you are.

Blind to the price

The forecaster never sees the market price. So when it disagrees with the market, that gap is a real opinion — not a circular echo of the crowd. That blindness is the whole edge.

Model says

61%

vs

Market price

hidden

Sized to survive

Correlated fractional Kelly over the joint outcome distribution, stress-tested with a bankroll Monte Carlo for risk-of-ruin and drawdown.

risk of ruin0.4%
p95 drawdown12%

Per-bet legality

Your jurisdiction × the bet's category. A sports bet can be illegal where an economics one is fine — every card tells you which, with a cited source.

US · EconomicsRegulated
US · SportsNot legal

Executable arbitrage

Depth-walked coherence checks surface real, fillable price inconsistencies across related markets — net of fees, at the actual ask, not the midpoint.

Σ asks= 0.97 < 1.00
+3.0% model gap

How it works

Forecast → compare → check.

Three steps, every market, every refresh. The price only enters once — and never reaches the forecaster.

01

Forecast, blind

An ensemble estimates each event's probability in log-odds space and calibrates it — with the market price withheld the entire time.

61%

price hidden

02

Compare & size

We reveal the price, measure the gap, and compute an illustrative correlated-Kelly stake over the joint outcome distribution — a convex solve.

model61%
market47%
YES+14% edgeillustrative ¼-Kelly $34
03

Check legality

For every market we also show whether placing that bet is lawful from where you are. Execution stays off — Polypredict never places an order.

United States

Economics bet

Regulated path

Under the hood

Real quant machinery.

Strictly-proper scoring, validated calibration, convex sizing, stress-tested bankroll math — the same pipeline runs on every market, every refresh.

01logit space

Log-odds ensemble

Frontier models score each event in log-odds — blind to the market price the entire time.

02ECE · log-loss

Validated calibration

Platt scaling, deployed only when it strictly beats the raw model on a held-out split.

03convex solve

Vector Kelly

Correlated fractional Kelly over the joint outcome distribution — never full, never per-bet.

04risk-of-ruin

Bankroll Monte Carlo

Thousands of simulated paths for risk-of-ruin and 95th-percentile drawdown before a stake is shown.

We won't pretend.

Edge is unproven until forward paper-trading; backtest P&L is midpoint-optimistic; the per-bet legality is informational, not legal advice. Execution is built but stays OFF by default. Polypredict informs— it doesn't place orders, move money, or tell you what to do.

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  • Forecaster blind to the price
  • Execution OFF — never places an order
  • Live Polymarket data, 400+ markets
  • Per-bet legality, cited

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