We study performance and competition among high-frequency traders (HFTs). We construct measures of latency and find that differences in relative latency account for large differences in HFTs' trading performance. HFTs that improve their latency rank due to colocation upgrades see improved...

Are endogenous liquidity providers (ELPs) reliable in times of market stress? We examine the activity of a common ELP type – high frequency traders (HFTs) – around extreme price movements (EPMs). We find that on average HFTs provide liquidity during EPMs by absorbing imbalances created by...

The monthly trading volume and proportion of Zero-Day-to-Expiry (0DTE) options have increased from zero to 26 million contracts and from zero to 40% between 2011 and 2022. We study how 0DTE option trading affects the volatility of the underlying asset. We find that more 0DTE options trading...