How Does VQT Work?

Updated: Dec 26th, 2016 | Vance Harwood

An ideal volatility investment would hold its value during quiet times and then ride volatility up as the market panics.  Barclays’ VQT is one of the two Exchange Traded Products (ETPs) that Barclays has designed to try and fill this need (the other is XVZ).

I created a spreadsheet to simulate VQT’s allocation methodology (click here for more information) and then backtested the fund’s performance back to March of 2004—the beginnings of VIX futures trading.  The results are shown below, compared to an equivalent investment in the S&P 500.

$1K in VQT vs SPX


Impressive.  Of course, past performance is no guarantee of future success—UBS’s XVIX is an example of a volatility fund that backtested great, but has gone nowhere since introduction.

VQT reacts to market dynamics by shifting its allocations as often as daily between the S&P 500, a VIX futures position (essentially VXX without the fees), and cash.  There are five S&P 500 / Volatility settings:

S&P 500 Volatility Market Condition
97.5% 2.5% Quiet
90% 10%
85% 15%
75% 25%
60% 40% Very Volatile


VQT also has a panic room.  If the fund drops 2% or more in the last 5 business days it triggers a stop loss that shifts everything to cash for up to 5 days.

By monitoring the S&P 500’s volatility and trends in the CBOE’s VIX index VQT’s algorithms determine which of the 5 non-panic settings to use.  The S&P 500’s historical volatility for the last month is the big knob, and then volatility trends are used to tweak the settings up or down one.  The realized volatility breakpoints are 10%, 20%, 35%, and 45%.  The chart below shows the S&P 500 volatility compared to these trigger points since 2004.  The SPX itself is shown also; its scale is on the right.

SPX Historic volatility compared to VQT triggers plus SPX

The volatility trend metric that VQT uses monitors the 5 and 20-day moving averages for VIX.  If the short term average is higher than the longer term average for ten days the trend is judged to be up (+1), and if the long term is higher than the short term the trend is down (-1).  Otherwise, the trend variable is set to zero.   The chart below shows the volatility trend indicator compared to VIX during an “interesting” period that includes the 2008/2009 meltdown and the Flash Crash.

VQT volatility trends vs. VIX

The implied volatility trend is essentially a 3 state version of the VIX index—up, down, or sideways…

The matrix below, taken from Barclays’ prospectus, shows VQT’s non-cash settings determined by S&P 500 realized volatility and VIX trends are shown below.

In addition to these settings, there’s the 100% cash stop loss allocation of VQT, which occurred a surprising 156 times in the eight-year span I evaluated—7.5% of the time.   The chart below shows that this shift into cash, while most prevalent during the 2008/2009 crash, can occur frequently in both bull and bear markets.

VQT, SPX/20, and VQT stop loss occurrence

Intuitively there are two scenarios where VQT could fall more than 2%:

  1. The S&P 500 is falling and the VXX allocation is not big enough or not gaining enough to offset the drop in equities
  2. Losses in the VXX position pull down the overall value of the fund

My simulation shows the VQT stop loss being triggered 108 days, 2/3rds of the total number when the S&P 500 was dropping and the volatility trend was flat or increasing—so scenario #1 is the most common.

The stop loss feature makes VQT the best of the hybrid strategy ETNs in reacting to fast volatility spikes.  The equity/volatility allocation knobs are tied to SPX and VIX moving averages are inherently slow to react, but the stop loss feature triggers quickly, moving the fund into cash after a single down day of 2% or more.  VQT won’t benefit from the initial spike, but the pause buys time for the allocations to adjust to new market conditions.

After its inception on August 31, 2010 VQT performed well initially—in the July/August 2011 market correction, when the S&P 500 lost 13%, VQT was up 5%, an impressive performance.  But that was the end of the glory for VQT, it has performed poorly since then, mostly I suspect because it’s always at least 2.5% long on volatility—which is a major drag during an overall bullish market.   With its strategy of aggressively going long volatility during bear markets it should do very well the next time the bear comes around, but until then don’t expect much.

It’s odd when holding a primarily long equity position to hope for a market crash, but with VQT a market panic is not something to be feared.

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Monday, December 26th, 2016 | Vance Harwood
  • Nick Iversen

    Can you put the first chart on a log scale please. It’s hard to tell which line is doing better when not on a log scale.

    Looks to me as if VQT only ever beat the S&P500 in a brief period.

  • vance3h

    Hi Nick,
    You can see the log scale version here In addition to the big jump in 2008 there is another in 2011, plus drawdown during 2010 flash crash was quite a bit reduced. Unless there is a another crash VQT won’t be flashy, but shows reduced volatility and long volatility if volatility spikes enough.

    — Vance

  • E_Redd

    Is the stop loss for a raw -2% or  -2% excess return?

  • vance3h

    Hi, The stop loss is based on the excess return index — Bloomberg SPVQDER:IND

    — Vance

  • David Ware

    Hi Vance,
     In this analysis you state that “The volatility trend metric that VQT uses monitors the 5 and 15 day moving averages for VIX.” I believe its the 20 day ma not the 15.
    Also, you tweeted today that VQT was now 85% S&P and 15% VXX, but the 5 & 20 day VIX ma’s have only spent three days in an uptrend and VQT considers that a no trend until it has spent 10 days in that mode. Accordingly I believe they should still be 90% S&P and 10% VXX.  Am I missing something? Thanks.

  • vance3h

    Hi David, Thanks for the correction on the 20 ma, I have fixed that on my post. Regarding the allocations, I didn’t pull all the data to run the VQT simulation, I just did a empirical match to the moves of VQT’s IV from close last Friday using the percentage moves of SPY and VXX. I’ve done it twice and the 85/15 allocations have matched significantly better than the 90/10 both times. I’ll have to look some more at that.

    — Vance

  • David Ware

    The mix up might be because VQT’s 2% stop hit on last Wednesday’s close so VQT was out on the Thursday close and back in on Friday’s close, missing a big up day in the process.

  • vance3h

    Hi David, You were right, the closing prices show a 90/10 allocation. I didn’t check the intra-day VXX IV values, that might have been what led me astray…

    — Vance

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