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Why is there a difference between arbitrage bots on paper trading and real funds?
Why is there a difference between arbitrage bots on paper trading and real funds?

Why paper trading shows different results than real-fund arbitrage: from volume limitations, order book realities to exchange restrictions.

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Written by Bryan
Updated over a month ago

When testing arbitrage, you may notice differences between paper trading results and real-fund performance. Understanding these differences is crucial for successful crypto trading.

Paper Trading Advantages

Assumptions

Paper trading simulates an ideal environment where:

  • Trade volume is unlimited

  • Orders are always filled instantly

  • Order books perfectly match your requirements

In reality, exchanges have limited liquidity and volume constraints, which can lead to failed trades or partial fills.

Real-Market Challenges

Restrictions

Arbitrage is challenging:

  • Exchanges have implemented mechanisms to limit price differences between platforms

  • Restrictions from exchanges to limit the triangular arbitrage opportunities

  • There're smaller spreads due to Market Makers.

Trade Execution in Reality

  • Orders may fail due to insufficient liquidity

  • Price movements during order execution

  • Transaction fees and slippage impact profitability

Key Takeaway

While paper trading is valuable for testing, it's essential to understand that it operates under ideal conditions. Real-fund trading faces multiple challenges and restrictions that aren't present in simulated environments.

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