Benn Eifert 🥷🏴‍☠️ Profile picture
Jan 11 28 tweets 5 min read Read on X
Okay, this is a good one. Let's talk about volatility risk premium, volatility term structure, volatility spikes, and "the obvious thing often isn't right" (1/?)
Among casual watchers of volatility markets, the most common sentiment is "sell volatility when it's high" or "sell volatility when it spikes". This is oversimplified at best and dangerous and wrong at worst
Fact that you should confirm for yourself with backtests if you are at all serious about trading: there is no reliable empirical relationship between the absolute level of equity index implied volatility and the PNL of buying or selling it. None at all.
Obviously you could come up with extremely over-fit rules that seem to work in-sample, but just make a scatterplot of initial level of implied volatility and subsequent PNL of selling straddles or strangles or VIX futures and draw a line through the cloud of dots, no relationship
When you are trading volatility, you have to think about volatility risk premium, how much is priced in, how you can measure that
One thing you can do is look for where there are persistent differences in realized volatility as compared to implied volatility. (Don't compare S&P realized volatility to VIX, VIX is a variance swap level not an at the money vol, look for my tweets about that)
But as Jessica suggests, another important thing you can look at is volatility term structure. When trading VIX futures this is the single most important thing to pay attention to.
Volatility term structure means the shape of the futures curve, the level of implied volatility by maturity. Is it upward sloping (contango) or backward sloping (backwardation)? How steep is it?
If you buy a second month VIX future, over time all else equal it will roll down the term structure towards where the front month future is. This is the same as in commodities, fixed income and currencies: it is *carry*. Heard of FX carry trades? It's the same thing.
When there is a lot of risk premium in the volatility term structure, when there are a lot of buyers of VIX futures and ETNs, it steepens out the term structure and makes it more expensive to hold a long position in VIX futures
Vice versa, when there is a lot of selling of VIX futures and betting on lower volatility in the future, it flattens or inverts the VIX term structure, making the cost of carry of holding a short position negative (you pay to be short volatility)
The slope of the term structure is empirically a much better signal for how a volatility trade will perform, especially on a market neutral basis (e.g. if you think about a long volatility position beta hedged with long equity). Steeper term structure --> worse long vol returns
Counterintuitively to many non-specialists dabbling in volatility, a volatility spike that brings about steep backwardation in the volatility term structure can be the worst possible time to short volatility
People think "well, volatility spiked, and it's mean reverting, it will eventually go down." Yes, of course, the market knows that and is aggressively pricing in mean reversion. If you short VIX futures, you're betting that volatility mean reverts faster than the market is pricing
And maybe it will! But the market is not dumb, and volatility spikes often persist longer than you think or get worse, and short volatility positions often get crowded and have to blow out before things get resolved
Late February / early March 2020 was a great example of that. VIX hit 40, everyone piled in to short March VIX futures, creating a 14 point differential between VIX spot and the March futures. Volatility had to collapse in record speed for you to make money on a short Image
Owning a long position paid you a tremendous carry, in order to be long volatility during a time when the world was very uncertain. And then eventually those March futures hit 80+. Selling them when VIX hit 40 was the one of the worst volatility trades of all time
Allianz Structured Alpha shorted a ton of the March VIX calls by the way, in a double-or-nothing effort to make back its losses on short S&P option structures where they lied about buying back the downside tail. That's one of the flows that made the March futures so cheap
There is a strong relationship on average between the level of implied volatility and the shape of the term structure; higher equity index implied volatility tends to mean a flatter or inverted term structure, low volatility tends to mean steeper
This is also true (or even more so) for recent changes in implied volatility: recent spikes in implied volatility tend to flatten the term structure
However, this is only a correlation, and there is lots of noise around it. There are persistent regimes with relatively high or relatively low risk premium, arising from large structural patterns in volatility buying or selling flows
Implied volatility term structures can have extremely different degrees of steepness and base level, even when in contango. Note the blue line from 2012, high and very steep (very high risk premium), versus purple in early 2018, low and very flat (~negative risk premium) Image
2012 were the glory days of short VIX trades, after retail investors and RIAs started piling into VXX and TVIX, TVIX suspended creation/redemption, you could just buy put options on VIX or VXX and print money with abandon, 4 points of term structure between VIX and UX1
In contrast, early 2018 was a massive volatility crush fueled by non-specialist volatility traders piling into XIV and similar products. They didn't realize they were short volatility at record levels and getting paid almost nothing for it (no term structure rolldown)
Takeaways:

1) shorting volatility bc its high or buying it bc its low is naive

2) volatility term structure (absolute, and also relative to the level of volatility) is much more interesting as a signal of risk premium than the level of volatility

3) don't trade volatility
Waiting for "volatility and derivatives in bio. deeply unserious opinion"
Thank you for listening, if you liked your service this morning please do your patriotic duty and buy your copy of Lessons in Birdwatching so that Honey can afford to buy the new Elden Ring coming out this year Image

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More from @bennpeifert

Aug 27
Good morning. I'm on a posting break but everyone is sending me this so just a brief explanation. 🖤

The headline is correct, but the implications are not. The VIX complex is very expensive on a relative basis right now and hedge funds are short it against other vol exposures.
VIX basis to at the money forward S&P volatility is very high, so volatility hedge funds are short VIX futures and long S&P forward volatility and variance against it
The VIX term structure is very steep (extremely high roll-down and volatility risk premium) so hedge funds are short it and short delta against it or long other volatility exposures against it
Read 6 tweets
Aug 19
Okay. I promised a quick thread on put/call parity after that poll yesterday, even though typically I like to stick to topics that aren't well covered in the public domain.

We'll start with the basic idea and then talk about nuances that make it not quite true (esp. for retail).
Put/call parity describes the fact that, if you can go long or short the underlying, whether an option is a call or a put doesn't really matter, it just affects its delta, or sensitivity to the underlying (which can be adjusted by holding a position in the underlying!)
In particular, the simple version of put-call parity says that owning the stock hedged with a long put option with strike K is effectively identical to owning a call option with strike K and holding the present value of K in cash.
Read 11 tweets
Aug 14
The people wanted a covered calls / option selling mega-thread, a one-click response to all the charlatans out there trying to farm retail investors.

Systematically, blindly selling options is a BAD IDEA. Underperforms owning equities by a lot. Let's go through why and how.
Okay. The starting point here is flows. Before 2010 or so, options markets were sort of a backwater. Risk premium was relatively high, so if you backtested simple option selling strategies like covered calls or cash-secured puts, they looked pretty good (see PUT INDEX, BXM INDEX)
Then pension fund consultants started to write white papers and pitch "equity like returns with lower risk via option selling" to their massive clients. And by 2012, tens of billions of dollars of institutional money started to flow into benchmark-oriented option selling...
Read 29 tweets
Aug 9
Funny (?) health care story. Stomach had been hurting for a few weeks. Got on a plane from LA to SF and all the sudden got way worse, like 9/10. Went straight to the ER after landing, threw up all over the place. Got blood tests and CT scan, morphine got pain to 7/10.
Doctor came by, said the scan showed nothing and he was discharging me, I should work on my diet. I said whoa hold on, like can you talk me through what could be going on here, this is the worst pain I've ever had, what can you rule out?
He wouldn't spend more than sixty seconds talking to me, just left and discharged me immediately. The nurse advised that I could just check right back in, so I did. Second doctor kindly went over the test results, explained that they couldn't see anything dangerous yet -
Read 8 tweets
Jun 18
Worth noting that the vix basis (spread of vix futures over S&P at the money forward vol) is at the high of its ranges of the last few years (barring the brief weird day last August) Image
In the pandemic it went as high as 15 but that was because there were insane massive short VIX call positions (Allianz Structured Alpha, etc) that got liquidated in the middle of a massive selloff
The VIX complex is typically used by volatility tourists, because it's simple to trade volatility with the click of a button without knowing what an option is

So elevated basis typically means outsized hedging flows by non-specialists
Read 4 tweets
Jun 12
A few people have asked for this so I'm creating a thread-of-threads about hedge fund blowups to make those stories easier to find. Please if there are any I forgot go ahead and link them for me. First one is a general thread about 2020 pandemic blowups:
Next up we have InfinityQ, an epic fraud in exotic derivatives:
LJM Partners, who levered up like mad to keep making money during the volatility crush of 2017 and doctored their risk reports to hide it:
Read 7 tweets

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