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Reverse-Engineering gabigol: High-Frequency Crypto Up/Down Farmer on Polymarket

gabigol (@gabigol on Polymarket) is one of the most consistent performers in the short-duration crypto Up/Down markets. Using public data (Polymarket APIs, Struct explorer), we can reverse-engineer the core strategy.

Profile: polymarket.com/@gabigol

Proxy Wallet: 0x885278f0e304bc2d53f805af2ab779cb6011c569

PnL (approx): ~$308K cumulative, ~$20.6M volume, ~100K markets


Core Strategy: Volume + Convergence + Lottery

The bot is buy-only (almost zero sells) and focuses exclusively on crypto Up/Down slots (mainly BTC/ETH/SOL, 5m and 15m windows).

It operates two primary legs:

1. Convergence Leg (~48% of buys)

  • Late in the slot (last 1–2 minutes), sweep 94–99¢ asks on the leading side.
  • Hold until resolution and redeem at $1 for a 1–6% clip per share (minus fees).
  • High-frequency micro-bursts (multiple $2 clips in seconds).

2. Lottery Leg (~21% of buys)

  • Buy cheap underdog shares (3–30¢) while uncertainty remains.
  • Occasional massive payoffs (300–3000%) when the underdog wins.

Mid-range directional fills (~31%) fill the gap.

Key observation: Win rate per market is only ~60%, but profit factor ~2.4× due to asymmetric upside on lottery tickets and reliable convergence clips.


Trade Statistics (Recent 3,500 trades sample)

Metric Value
Buy:Sell ratio 3,499 : 1
Median notional ~$1.92
Max single trade ~$19.95
Burst behavior Up to 7× buys/sec
Price bands Heavy at 98¢+ and 3–30¢

Both sides on the same market is common — lottery on the cheap side + convergence on the favorite.


Execution Style

  • Taker-heavy (FOK-style clips on best ask)
  • Micro sizing — vast majority of trades under $10 notional
  • Hold-to-redeem — almost no active selling
  • High frequency — thousands of trades per day across overlapping slots

The strategy is essentially statistical noise farming powered by volume, not single high-conviction predictions.


Blueprint for a gabigol-Style Bot

Required Components

  1. Market Discovery — Scan active *-updown-{5m|15m}-* slots
  2. Convergence Scanner — Trigger when remaining time ≤ 120s and leading side ask is 94–99.5¢
  3. Lottery Scanner — Buy cheap underdog shares (3–30¢) in micro size
  4. Inventory & Redemption — Track positions and auto-redeem winners
  5. Data Feeds — Polymarket CLOB WS, CEX tickers, Gamma API, oracle data

Minimal Logic Sketch (Pseudocode)

for each active crypto slot {
  const remaining = slotEnd - now;

  // Convergence leg
  if (remaining < 120 && isStrongFavorite(winnerSide)) {
    while (capitalAvailable && bestAsk < 0.995) {
      buyFOK(bestAsk, notional: $2);
    }
  }

  // Lottery leg
  if (remaining > 60 && remaining < 280 && underdogAsk < 0.30) {
    buyMicro(underdogSide, notional: $1);
  }
}

// At slot resolution
redeemWinningPositions(conditionId);
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Risks & Considerations

  • Fee erosion on tight convergence clips (rebates are critical)
  • Capital lock-up across thousands of open positions
  • Regime shifts when more bots compete on the same 5m books
  • Both-side exposure can lead to small win + full loss on the other leg

Comparison to Other Strategies

gabigol is volume + convergence farming, different from fair-value sweep or high-conviction directional bots. It thrives on statistical edge across tens of thousands of short-duration markets.

Not financial advice. This is a public reverse-engineering based on on-chain and API data. Results depend heavily on execution speed, capital, fee rebates, and market conditions.

Start small, paper trade, and understand the mechanics before scaling.

Sources & Further Reading:

  • Polymarket profile & Data API
  • Struct explorer wallet analysis

If you have more questions, please feel free to contact me at any time: https://t.me/FatherSon97

#Polymarket #gabigol #CryptoTradingBot #PredictionMarkets #AgenticTrading #Solana #DeFi #TradingStrategy
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