Thursday, August 25, 2011

Stock Markets Are HFT Algo Chaos

Take a look at the images below, which show just how much, and how quickly trading has change since 2007. We sifted through 1,152 trading days of U.S. Equity data, from January 2007 through August 16, 2011, and plotted this data for each minute of the trading day. There were 513 billion quotes and 34 billion trades, during regular trading hours. The time scale indicates the hour or minute in Eastern Time (Military format). Charts are colored by date according to the legend, which shows dates in the format M/YY (so 8/11 indicates August 2011). The most recent data on all the charts is colored red, with older data using colors towards the blue end of the spectrum. Click on any of the charts for the full resolution image.

Note the significant changes from late 2009 (light green/aqua-marine).

The below chart shows the one-second peak quote rates. Note how the spikes at 10am, which were driven by significant news events in years past, pale in comparison to normal trading today. Those 10am events would always saturate and overload quotation systems. They still do, but at much higher levels.

You can see that the rates in 2007 (way at the bottom of the chart in black) were about 100 times lower than the peaks of today.

One-Second Peak Quote Rates


MORE SOBERING DATA HERE


Publication Date: 08/18/2011
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