Raining In High-Frequency Traders

Tuesday, October 25th, 2016

What is the relationship between high-frequency traders and liquidity?

Ever since high-frequency trading rose to prominence, a debate has raged over whether the ensuing arms race between super-fast traders helped or hindered markets. One side argues that it helps because the massive number of transactions the fastest traders engage in lower costs by reducing the spreads between bids and offers. Critics counter that, in reality, spreads widen since slower traders need to charge higher spreads as insurance against getting caught flatfooted by a fast-moving event.


Starting in 2010, high-frequency traders began using ultrafast microwave links to relay prices and other information between Chicago and New York. To begin with, only some traders had access to microwave networks. Until 2013, others had to rely on less speedy fiber-optic cable.

But microwave transmissions are disrupted by water droplets and snowflakes, so during heavy storms traders using the networks switch to fiber. Messrs. Shkilko and Sokolov used weather-station data from along the microwaves’ paths to determine when storms occurred and then looked at what happened to bid-ask spreads in a variety of securities during those periods.

They narrowed, suggesting that the slowing down of the fastest high-frequency traders improved market liquidity.


  1. Kent says:

    So you’re saying rain actually increased liquidity? ;-)

  2. Isegoria says:

    It’s obvious after someone points it out, right?

  3. Tim says:

    Thanks Kent, I was resisting being the spelling Nazi.

  4. Mikeski says:

    At first, I was all… (duty_calls.png)

    And then I was… (iseewhatyoudidthere.jpg)

    A brilliant pun on one of my pet spelling peeves. Well played, sir.

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