Topic Hub

Broker execution

Execution quality often decides whether a trading bot performs as expected. This hub brings together the factors that shape your fills — slippage, liquidity, market execution, account size, and the infrastructure that connects you to the broker.

Execution essentials

Slippage

The difference between your expected and actual fill price. What causes it, when it gets worse, and how it erodes short-term strategies.

Liquidity

How available buying and selling interest determines fill quality, spreads, and slippage — and why low liquidity hurts bots most.

Market execution

What actually happens after you click buy, the difference between market and instant execution, and why fills can differ from the quoted price.

Bigger accounts

Why larger positions can receive worse average fills, what market impact is, and how account size interacts with available liquidity.

VPS

How a low-latency VPS located near the broker reduces execution delays, helping orders reach the market faster and more consistently.

Go deeper

Execution quality also explains why the same strategy can perform differently across accounts and brokers. Explore the related details.

Essential reading

Educational

Recommended

Daniel Krings

Written by

Daniel Krings

Daniel Krings is the founder of MaxAi Trader, a Senior ServiceNow Architect, and an algorithmic trading specialist with 8+ years of experience in automated trading, live execution, brokers, slippage, and trading infrastructure.

More about Daniel Krings →

Important Disclaimer

This site is an independent research and review platform for educational purposes only.

Nothing on this website is financial advice. Trading involves risk, and performance varies by market conditions, strategy, and user decisions.