The most accurate Polymarket traders, graded against their own prices
Most rankings of “top Polymarket traders” sort by profit, which mostly measures bankroll and luck. This page answers the accuracy question the way it has to be answered: against the prices each trader actually paid, across independent resolved events, category by category. The leaders below are each board’s public #1, computed from on-chain data published 2026-07-22 and refreshed as markets resolve.
Each category’s top-graded forecaster
| Category | Top forecaster | Graded record |
|---|---|---|
| Sports | 0x54a2…1d43 | 1,787 independent resolved events · +22.4¢ per share vs the market baseline · 44% hit rate |
| Politics | 0xf1f0…58df | 302 independent resolved events · +23.4¢ per share vs the market baseline · 47% hit rate |
| Crypto | 0xf1f0…58df | 33 independent resolved events · +18.5¢ per share vs the market baseline · 64% hit rate |
| Finance | 0xd4e4…abdf | 67 independent resolved events · +16.2¢ per share vs the market baseline · 69% hit rate |
| Iran | 0x7a61…af24 | 28 independent resolved events · +24.5¢ per share vs the market baseline · 71% hit rate |
| Weather | 0xfd30…4dad | 133 independent resolved events · +9.0¢ per share vs the market baseline · 68% hit rate |
| Esports | 0x8541…a367 | 68 independent resolved events · +6.9¢ per share vs the market baseline · 51% hit rate |
| Awards | 0xac16…4f44 | 34 independent resolved events · +15.1¢ per share vs the market baseline · 68% hit rate |
| Business | 0x7a61…af24 | 40 independent resolved events · +11.5¢ per share vs the market baseline · 53% hit rate |
| Movies | 0x3577…6eff | 26 independent resolved events · +23.7¢ per share vs the market baseline · 96% hit rate |
| AI | 0x957f…99c8 | 37 independent resolved events · +16.0¢ per share vs the market baseline · 95% hit rate |
| Trump | 0x9dc7…8c0a | 38 independent resolved events · +33.1¢ per share vs the market baseline · 63% hit rate |
Every leader links to its category board, where the full public record sits: sample size, calibration, and the resolved events behind the rank. Boards below the #1 slot are part of the subscription; the leaders themselves are free to read in full.
Why this list disagrees with profit rankings
The disagreement is measurable. Our statistics pagetracks the 10 largest all-time P&L wallets against this grading: 4 clear the public evidence floor, and among those the median skill-adjusted rank falls outside the top 1,000 (as of 2026-07-15). Meanwhile the win-rate distribution shows why raw win percentages cannot settle the question either: the deepest wallets on Polymarket run 98% win rates by buying heavy favorites, exactly as their prices predict.
Who is the most accurate trader on Polymarket?
There is no single answer, and that is the point: accuracy is measured per category, because a politics specialist and a tennis specialist are different claims. Each category's top-graded forecaster is listed on this page and free to read on the leaderboard, updated as markets resolve.
Is accuracy the same as profit?
No. Profit rewards bankroll, luck, and structural strategies like buying heavy favorites. Accuracy here means beating the prices actually paid across independent resolved events. Of the 10 largest all-time P&L wallets on Polymarket, 4 clear this site's public evidence floor at all, and among those the median skill-adjusted rank sits outside the top 1,000 (as of 2026-07-15, statistics page).
How is accuracy measured?
Every resolved position is graded against its own entry price, correlated markets in one event family count once, small samples shrink toward category baselines, and market-maker churn is screened out. The method is published in full, and it carries a pre-registered out-of-time validation whose results were committed to publication before they existed.
Check any record against the same bar
The free checker runs this grading on any public wallet, and the receipts ledger applies it to this site’s own alerts, losses included.
Check a wallet →The full leaderboard · The receipts ledger · The methodology
Rankings are statistical estimates about wallet records over the scored classes (Up or Down markets excluded by policy), never statements about persons. Nothing here is financial advice. Past accuracy does not predict future outcomes.
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