High Frequency Trading in Crypto

High frequency trading involves the use of powerful computers and complex algorithms to execute a large number of orders at extremely high speeds. In the crypto space, these firms leverage co-location and direct market access to gain an edge.

They often act as market makers, providing liquidity by simultaneously placing buy and sell orders. Their profitability stems from capturing small price movements or earning the spread between bid and ask prices.

Because of the 24/7 nature of crypto markets, these systems operate continuously, requiring robust risk management and uptime. They contribute significantly to total market volume but can also exacerbate volatility during market stress.

Their activity is heavily influenced by the underlying protocol physics and consensus mechanisms of the exchanges they trade on.

Feature Engineering for Crypto Assets
Slippage in Crypto Derivatives
Layer 2 State Channels
API Request Throughput
Co-Location in Crypto
Mining Pool
Market Making Strategies
Liquidity Provision