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50kcasestudy is a Polymarket wallet profile with -$1.5K PnL, $140.8K total volume, a 44.1% win rate, and activity across 1951 markets. This page summarizes the wallet's trading record, risk signal, market activity, and generated trader overview. Risk is shown as low and should be interpreted as an analytics signal, not financial advice.
Trader Overview
50kcasestudy (0xeb54562f0132336a725d1303f6110136161dd452) Polymarket trader runs 121 trades per day on pure bot logic — fired $49.8K into the Polymarket wallet and still up 43.95% ROI despite sitting at -$1.5K PnL right now, which tells you everything about volume addiction and the math that doesn't math.
This is a crypto bot pure and simple. Rank 2.6M on Polymarket leaderboard. Type: high-frequency noise collector. Trades 1,987 times across 1,951 markets over maybe 16 days of data, averaging $13.89 per position. Win rate 44.1% — below coin flip — but the real play is order flow capture and volatility arb in microseconds before humans blink. Portfolio sitting at $32.1K with $10.2K net gains on deposits.
The edge hack: bot doesn't care about being right. It cares about being fast. 4.5:1 buy-to-sell ratio means the bot's constantly opening and closing, hunting the half-tick spread between bid-ask on thin Polymarket liquidity. When you're firing 121 orders daily across markets most retail never touches, you're not predicting — you're scalping prediction noise. That's the whole strategy. The best single trade pulled $632 on Bitcoin April price prediction What price will Bitcoin hit in April? (2026-05-01). Worst trade lost $49.50 on The Super Mario Galaxy Movie box office The Super Mario Galaxy Movie 3rd Weekend Box Office (Lower Strikes). Tiny max loss — that's bot risk management, not luck.
What separates 50kcasestudy from 99% Polymarket degens: infrastructure. Someone coded this. Most traders think, this one executes 120 times before retail can even load the app. The 44% win rate and -$1.5K actual loss despite 43.95% ROI on deposits screams: high volume, tight stops, discipline, zero emotion. Low risk rating on the books. The bot doesn't FOMO, doesn't hold losers praying, doesn't get news-shocked. It just mills the inefficiency.
Currently holding 1,574 open positions with only 413 closed. That's the bot's natural state — staying in motion, perpetually hunting. Risk here is obvious: if Polymarket liquidity dries up or spreads blow out, the whole edge evaporates. This works until it doesn't.
Track this Polymarket whale on Predicts.guru and cross-reference wallet analytics to see how bot strategies actually perform at scale across prediction market datasets.
crypto botRisk: low