How Polymarket Bots Trade — Data Analysis
Polymarket has become the largest prediction market by volume, and with that growth has come a wave of algorithmic traders. At BotEdge, we track these bots and analyze their behavior. Here's what the data tells us.
What Makes a Bot a Bot?
BotEdge uses 6 behavioral heuristics to score wallets on a 0-100 scale:
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Trade Frequency — Bots trade far more often than humans. The most active bots execute 10-30 trades per hour, with median intervals under 2 minutes.
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Timing Regularity — Human traders are sporadic. Bots trade with machine-like regularity — the coefficient of variation of their inter-trade intervals is often below 0.3.
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Position Sizing Consistency — Bots use fixed or algorithmically-determined position sizes. When we see 200+ trades with only 3-4 unique size values, that's a strong bot signal.
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Hold Time Patterns — The most common bot strategy on Polymarket is 5-minute crypto scalping. These bots hold positions for exactly 60-300 seconds with remarkable consistency.
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Market Selectivity — Bots tend to focus on a single asset class (usually BTC or ETH crypto markets). Humans diversify across politics, sports, and crypto.
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Win Rate Stability — A human's win rate fluctuates. A well-tuned bot maintains a tight band — often 68-74% — across hundreds of trades.
The Numbers
From our tracked wallet pool, the recurring patterns are:
- Median trade frequency: 8.3 trades/hour
- Most common hold time: 90-180 seconds
- Average win rate: 67.2%
- Best performing bot: turned $313 into $438K
What Can You Learn?
These bots are exploiting short-term pricing inefficiencies in Polymarket's crypto markets. The 5-minute resolution markets create predictable patterns that algorithms can exploit faster than humans.
The key takeaways:
- Speed matters — Sub-second reaction to price moves is the strongest signal
- Consistency wins — Fixed sizing and timing beats human intuition
- Focus beats diversification — The best bots trade one or two assets exclusively
Track these bots in real-time on the BotEdge leaderboard.
