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May 6'th 2010 Flash Crash Analysis
Continuing Developments

Delays on 04-28-2010

The Effects of "High Frequency Quoting"
Publication Date: September 2, 2010

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While scanning through historical data looking for previous days which exhibit similar behaviour to that of 05/06/2010, we noticed the following spike in our HFT monitors on 04/28/2010 at 11:27:46:




We decided to investigate this further to determine if any stocks experienced the same delays from the high quote activity that started at 11:27:42 which we saw on 05/06/2010 and reported on in our initial Flash Crash Analysis. We found many.

Note that this was just one week prior to 05/06/2010, the day of the flash crash. The warning signs were present.

Delays
Seconds after the high quote rates began NYSE quotes began to lag the market. Here we show four stocks that were found to have delays in the NYSE quotes on 4/28/2010. These four were chosen at random and there are many other not shown that also experienced the delay.

As we pointed out in our "Latency On Demand" report, if the average or base quote rate is around 10,000/second, then it only takes an additional 10,000 quotes/second to reach the magic 20,000 quotes/seconds where a corresponding delay is seen in NYSE quote from CQS. This 10,000 quotes/second can be in any stock or combination of stocks that NYSE sends quotes to CQS for.

(click on the smaller charts for a full size image)


What we demonstrate in this report is this; when the NBBO ask dropped below the NYSE bid, trade executions are seen from NYSE that equal the NYSE bid and trade executions from other exchanges at the NBBO ask. This clearly demonstrates that CQS does indeed influence and drive trading.

For our detailed trade analysis, we decided to focus on PG (Proctor & Gamble). Note in the chart below the NYSE quotes began to lag the market at 11:27:45 and continued to lag through 11:28:00.



In the following charts, trades are plotted as a circle, bid and ask prices as a line.

Here we see trades occuring on the NYSE exchange at the NYSE bid price and on NASDAQ at the NASDAQ ask price. This is very significant. It shows that the cross in CQS drives trading.


Here again we see trades occuring on the NYSE exchange at the NYSE bid price and on BATS at the BATS ask price.


Finally we show the NBBO ask price, the NYSE bid price and trades from various reporting exchanges. It is easy to determine here that the NYSE price is lagging and severely crossed with the NBBO ask. As in the previous charts, trades occured on the NYSE exchange at the NYSE bid price and on other exchanges near the NBBO ask price.






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Publication Date: September 2, 2010
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