Many traders develop algorithmic strategies that show perfect profit curves in backtesting. However, when they connect that same algorithm to a real account, the results are mediocre or directly in losses.

The main reason is almost never the algorithm itself, but the physical environment in which it operates: Latency and Slippage.

What is Slippage? Slippage occurs when a buy or sell order is executed at a price different from that requested. This usually happens in two scenarios: 1. High Volatility: During fundamental economic news (NFP, CPI, interest rate decisions), the price moves so fast that liquidity temporarily disappears at certain price levels. 2. Poor Broker Execution: The broker's liquidity providers (LPs) are slow or the broker's server is overloaded.

If your strategy seeks to earn 3 pips (aggressive scalping), but you suffer a slippage of 1 pip at the entry and another pip at the exit, you have just lost 66% of your profit margin. Mathematically, the system is broken.

The Importance of Latency (The Ping) Latency is the time it takes your platform (MetaTrader 5, cTrader) to send the order to the broker's server, and the time it takes the server to confirm it. * From home (Wi-Fi): Your latency can be 50ms to 200ms. In that time, the market has already moved. * From a Professional VPS: If you place a server (VPS) physically close to your broker's servers (for example, in New York or London), your latency can drop to 1ms or 2ms.

In the world of high frequency hedge funds, millions of dollars are invested just to reduce execution latency by a couple of milliseconds using dedicated fiber optic cables.

The Institutional Advantage of AbacuQuant In professional quantitative trading, the algorithm is only half of the equation; the other half is the execution infrastructure.

At AbacuQuant, we take execution extremely seriously. We do not operate toxic High Frequency Trading systems that depend on the micro-second, because we know that they are fragile for the retail trader. We design our strategies to be robust against Slippage. Our algorithms operate in time frames (Timeframes) and with profit objectives broad enough to absorb small execution inefficiencies without ruining the mathematical hope of the system.

Furthermore, all our audited results on Darwinex include all commissions, real spreads and real-world slippage (Tick by Tick). What you see in our audit is what happens in real markets.

Use our Portfolio Builder to analyze real, verifiable statistics.