The Wisdom of Crowds
When large groups of people make independent predictions, their aggregate forecasts can be remarkably accurate. This principle — known as the wisdom of crowds — has been observed across domains from election forecasting to economic indicators.
PeoplesOdds harnesses this principle by aggregating thousands of user predictions into real-time sentiment signals. Each market's YES/NO percentage reflects the collective belief of all participants, updated continuously as new predictions come in.
How Probabilities Work
The displayed probability for each outcome is derived from the proportion of YES versus NO predictions, weighted by the number of points staked. Higher-conviction predictions (larger stakes) carry more weight in the final probability.
As more users participate and markets approach their close time, probabilities tend to stabilise and converge toward the true likelihood of the outcome.
Example: If 70% of staked points are on YES, the market shows roughly 70% probability.
Accuracy Scoring
- Accuracy percentage = (correct predictions / total settled predictions) x 100
- Streaks track your consecutive correct predictions — the longer the streak, the sharper your forecasting edge.
- Lifetime score accumulates points earned across all settled markets.
- Leaderboards rank users by lifetime score, accuracy, and streaks so you can see how you compare.
Data-Informed Markets
Markets are created around real-world events across 10+ categories including sports, cryptocurrency, politics, technology, world events, culture, and finance.
Market questions are designed to have clear, verifiable outcomes. Settlement criteria are defined upfront and available in each market's rules, so you always know exactly what determines the result.
Limitations and Transparency
⚠️ Crowd predictions are aggregated opinions, not professional forecasts. Past prediction accuracy does not guarantee future results. Market probabilities should not be used as the basis for financial, investment, or legal decisions. PeoplesOdds does not claim to provide financial advice of any kind.