Be the .51%

On-chain Recon & Apex Liquidity Engine

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99.49%

of prediction market traders lose money.

We analyzed hundreds of thousands of wallets on Polymarket. Scraped every trade, every position, every exit. Ran the numbers through a behavioral filter designed to separate signal from noise.

What we found: a tiny fraction consistently beat the market. Not lucky. Not random. Consistently profitable over hundreds of trades across dozens of markets.

ORALE tracks 1,300+ apex wallets in real-time — auto-refreshed weekly from on-chain data. Dormant wallets get pruned. New high-performers get added. When they converge — when independent apex traders start making the same bet — that's a signal. Not a tip. Not a rumor. On-chain, verifiable, behavioral consensus.

We layer economic fundamentals on top. Fed data. Jobs. CPI. Treasury spreads. Kalshi prediction markets. When the smart money AND the macro align, you have an edge most people will never see.

THE DATA

In-sample backtest. Small sample. Promising — not proven. We're showing our work, not selling you a conclusion.

orale_backtest.log
$ orale backtest --configs 180 --data polymarket_2024_2026
[INFO] Loading 1,349 apex wallets (auto-refreshed weekly)...
[INFO] Running configuration grid...
 
# Naive "follow smart money" — loses money at every config
CONFIG min_wallets=5 window=2h NO PRICE FILTER
RESULT 65.6% WR | -$10,432 PnL | Sharpe -2.93 | high entry prices kill you
 
# Contrarian filter — only follow smart money on cheap tokens
CONFIG min_wallets=7 window=2h price≤$0.50 BUY_ONLY
RESULT 79% WR | +$1,471 PnL | 19 trades | in-sample only
 
CONFIG min_wallets=5 window=2h price≤$0.60
RESULT 58% WR | +$3,221 PnL | 204 trades | in-sample only
 
[WARN] 180 configs tested → overfitting risk. No out-of-sample validation yet.
[WARN] Small sample sizes. Paper trading before real capital.
[INFO] The insight — not the numbers — is the edge: asymmetry flips at low prices.
[NEXT] Walk-forward validation. Out-of-sample testing. Live paper trades.
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BEHAVIORAL

1,300+ apex wallets tracked in real-time, auto-refreshed weekly from on-chain data. Dormant wallets pruned, new performers added. When they converge on a position, the swarm has spoken. On-chain proof. No opinions. No tips. Just behavior.

FUNDAMENTAL

Fed economic data piped live. Unemployment, CPI, payrolls, GDP, treasury spreads, jobless claims, consumer sentiment. Kalshi prediction market probabilities. The macro picture quantified and overlaid on every signal.

STRUCTURAL

Price inefficiencies in prediction markets. When the market price diverges from our model's estimate, that gap is exploitable edge. We measure it in cents.

EXECUTE

GET SIGNALS

Live trading signals delivered to Telegram. Contrarian swarm consensus meets economic fundamentals. No noise.

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THE BUILD JOURNAL

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