Luck-Pig Polymarket trader turned $92K into $118K with a 98% win rate across 97 trades — then immediately yanked $104K out, sitting on $13.8K portfolio and net losses, proof that even the sharpest edges crumble when you stop playing. Luck-Pig ranks 3705 on Polymarket leaderboard as a whale-tier operator. Total PnL: $26,055. Win rate: 98.04%. The numbers scream discipline until you look at the cash flow — deposited $92K, withdrew $104K, netted negative $12K, which means this Polymarket trader either lost faith in their own edge or got spooked by drawdown reality. Either way, the story flipped hard. Strategy is dead simple: spray $5,289 average bet size across 96 different markets, 3.1 trades per day, hunting binary edges in sports mostly. Buy-to-sell ratio of 26.5 means Luck-Pig locks conviction hard — once in, they hold for payout. No panic flipping, no scalp culture. That discipline shows in the 98% win rate, which is statistically inhuman for any Polymarket whale touching 97 total trades. The best trade hit $18,021.86 on SC Freiburg vs. Borussia Mönchengladbach. Worst single loss: -$5,008.97 on Pelicans vs. 76ers (2026-02-01). The ratio tells you they're not revenge-trading — they take the L and move. What separates this prediction markets player from 99% degens: entry discipline. Average entry price sits at 0.5148, dead center, which means Luck-Pig doesn't chase 0.9 runners or fish 0.1 trash. They buy fair value and let probability work. 51 closed positions means they're not bag-holding — exits are structured, not emotional. ROI of 28.23% on deposits is crushing for Polymarket short timeframe unless you're arbing noise or have infrastructure most retail doesn't touch. The catch: this Polymarket trader is not currently playing. $13.8K portfolio, 46 open positions gathering dust, $12K in net outflows signals either a cold vault or someone who got humbled by execution risk. Win rate doesn't survive market impact when you're moving real size. The edge might be real — the staying power clearly isn't.