1. Congrats to the @opyn_ team for launching V2 - very exciting! I’m happy that the new V2 dashboard has a clean layout with greeks and implied vols for each respective option. It’s also a pleasant surprise to see the prices are closely in line with @DeribitExchange's options.
2. Many folks in this space use options to make directional bets on the underlying price of an asset ie: if we’re bullish or bearish we can buy a call or put respectively. Things get interesting when we move beyond simply trading the direction of where BTC or ETH is going...
3. Unlike futures, with options we can make bets on the underlying volatility of an asset. This style of trading is commonly referred to as “vol trading” which is a slightly more advanced strategy used by sophisticated retail traders and institutions such as @ledger_prime.
4. Below are a few key terms we need to understand as vol traders:
- Realized Volatility
- Implied Volatility
- Delta
5. Realized volatility (a): the historical volatility of the underlying asset throughout the life of the option. This volatility is measured during a given time period - ie: volatility over a 30 day period. Below is a plot of realized ETH vol from @GenesisVol data.
6. Realized Volatility (b): There’s no set way to measure realized vol rather it needs to be estimated. A decent aprx is to use the annualized stdev of log returns of the underlying asset. For those interested in fancier models, consider checking out Yang-Zhang or Garman-Klass.
7. Implied Volatility (a): This is the market’s *future estimate* of the underlying's realized volatility when the option matures. For example, if we have a 30 day option with an IV of 90%, then the market is implying the underlying asset will realize a vol of 90% across 30 days.
8. Implied Volatility (b): Options are priced in terms of IV which reflects the market's consensus for future vol. Our job as vol traders is to assess whether IV is over or under valued relative to where we think actual realized vol will settle at expiry.
9. Implied Vol (c): If we think there's an upcoming market event which could increase realized vol (ie: SEC crackdown) that isn't currently reflected in the IV, then we could "go long vol". In this case we're betting on *realized vol* to be greater than the current IV at expiry.
10. Delta (a): Delta is how much the option value will change for a *small change* in the underlying asset. Calls have +delta and puts have -delta (ie: calls increase in value as spot rises whereas puts decrease in value as spot rises).
11. Delta (b): With @opyn_ options, if a put has a delta of -0.40, this means for a $1 increase in the underlying, the value of the put should decrease by around $0.40. Conversely, a $1 decrease in the underlying will result in a +$0.40 change in the option value.
12. Delta (c): If we want to trade an option w/o worrying about the direction of the underlying price, we need to eliminate our delta exposure so we’re only trading the vol. Let's use a real-world example with @opyn_'s options.
13. We'll use the Jan. 29/2021, ETH $760 CALL as it's closest to at-the-money with a delta of +0.514. This means for a $1 increase in ETH we can expect a $0.514 increase in the option price (this is similar to being long 0.514 units of ETH).
14. The call option also has an IV of 107.59%. This means the market is expecting future ETH realized volatility to be 107.59% in ~ 30 days. Currently the realized ETH vol is around 108% based on @GenesisVol's data.
15. If we believe that realized vol will be far higher than its current level of around 108% in 30 days time, then we could place a "long vol" trade - ie: a bet on higher realized volatility.
16. To place this long vol trade using the call, we need to eliminate our delta exposure so we’re only trading the vol. If we’re exposed to +0.514 units of ETH on the call then we need to short 0.514 units of ETH to neutralize our delta exposure.
17. In order to hedge our deltas, we can hop over to @dydxprotocol where we can use margin to short 0.514 units of ETH. In other words, we would end up shorting 0.514 ETH to remove our call option delta exposure (we get better tx fees when we trade in larger size on dydx).
18. As a recap:

LONG: Call Option: +0.514 ETH Delta
SHORT: @dydxprotocol ETH: -0.514 ETH Delta
------------------------------------------------
Net Portfolio Delta Exposure = 0
19. Note: The delta of the option is not constant and changes over time. This requires us to constantly rebalance our net delta exposure (dynamically hedge) so it stays low - recall we're trading vol not the underlying. A large absolute delta will give us exposures we don't want.
20. *Very important*: don't over-hedge your delta exposures! This will result in massive over-trading and any potential profits will be eaten up by gas fees + tx costs. Be sensible with your hedging frequency - not every move needs to be hedged.
21. At the end of the trade, if realized vol > the implied vol of when you bought the option, then you'll likely make money if you were able to keep your hedging costs low. This topic goes into much more detail in @SinclairEuan's great book on vol trading.
22. For experienced option vol traders - we can approximate the PNL from this trade with the following formula: option vega x (realized vol - implied vol).
23. It's quite amazing that we now have the tools and building blocks within the DeFi eco-system to play around with decentralized crypto vol trading - all thanks to the innovative projects in this space. Keep up the great work!
Any thoughts or suggestions with this explanation? @BitcoinMises @saah1lk @andrewjleone @kyled116 @fb_gravitysucks @SinclairEuan

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More from @samchepal

26 Dec 20
1. Huge thanks to the devs at @RealHxro for helping me pull data for TIX contracts - really grateful for the responsive team! This is one of the first times I've been able to build out relatively liquid vol curves not only for BTC/ETH but also for alts such as LINK, UNI, and YFI.
2. As a refresher, TIX contracts can be thought of as "cash-or-nothing" options. Here's a thread explaining the details of how these products work.
3. Pricing these options is fairly straightforward as it requires us to only look at the second term of the BSM model. In this case, N(d) represents the prob of option expiring ITM and multiplying by the payoff (K) gives us the EV of this bet. Math from @EGHaug's great book.
Read 17 tweets
19 Dec 20
1. The recent rise in BTC spot and implied volatility has led me to re-read @SinclairEuan's book, “Positional Options Trading”. I found the chapter on volatility positions quite interesting with some useful parallels for crypto vol markets.
2. If we're shorting IV, ideally we want a strike with the largest vol premium. Although deep OTM puts tend to have the highest IV, we need to sell a lot of these options b/c their vega is low. As a result, selling these teeny options in size based only on high IV is dangerous.
3. Another method is to “sell options with the greatest dollar premium over what the option would be worth if it were priced with ATM IV". This allows us to quantify how much of the premium in dollars we are collecting in terms of skew.
Read 10 tweets
12 Dec 20
1. To stay in the game all option market-makers must actively manage their greeks. One of the challenging tasks is aggregating the portfolio vega across different maturities. While we can aggregate the delta/gamma/theta fairly easily, vega is trickier to manage. Let’s see why…
2. Suppose we’re a market-maker trading on @tradeparadigm with a book of three options:

Option A: Maturity = 30 days
- Short 100 contracts
- Vega = 3

Option B: Maturity = 60 days
- Long 50 contracts
- Vega = 6

Option C: Maturity = 90 days
- Long 50 contracts
- Vega = 10
3. An initial (but likely incorrect) approach to aggregate the portfolio vega exposure would be:

- Option A: -100 x 3 = -300
- Option B: 50 x 6 = + 300
- Option C: 50 x 10 = + 500

Portfolio Vega = A + B + C = +500
Read 14 tweets
14 Nov 20
1. It's always fascinating to see different types of exotic derivatives in the crypto space. I was pretty interested to come across @RealHxro's TIX contracts which are crypto binary options. These are similar to vanilla options but the payouts and pricing are slightly different.
2. In this analysis I viewed TIX options as "cash-or-nothing binary options". For a call, this means that at expiry if spot > strike, then you get paid out a certain amount (the odds x the amount you bet). At maturity if spot ≤ strike, the payout is 0. Vice-versa for puts.
3. Here we can see the active TIX contracts. The odds represent the amount you get paid if the contract ends in the money (spot > strike). As an example, for the $20k call, if BTC > $20k on Dec. 25th/2020, then a $1 bet would turn into $5.741. Image
Read 6 tweets
14 Oct 20
1. Huge thanks to @digitalbrock and his team at @Round_Block for supporting me with some very useful #BTC @CMEGroup options data for research! I've been focused mostly on @DeribitExchange in the past but CME seems to target institutional folks which should lead to new insights.
2. Given I had access to historical time-series options data, one of my first thoughts was to implement @SqueezeMetrics's paper on Gamma Exposure (GEX) and see whether this metric is relevant to crypto markets. This will be a longer and more involved post!
squeezemetrics.com/download/white…
3. Market-makers generally do not like to have exposure to the price of the underlying as their business is focused on collecting the bid-ask spread. To stay in business, option market-makers hedge their delta exposures when buying or selling options.
Read 24 tweets
5 Oct 20
1. This is one of the best resources I've come across for implementing emergency hedges using options in a cost effective manner. Now more than ever I think Hari's wisdom can be applied to manage risk within the crypto options space especially before things get interesting...
2. As @zackvoell mentioned in this note, #BTC 180 day rolling realized vol is at nearly a 2 year low. Vol has several characteristic features across every market - one of them is the concept of mean-reversion.
3. We may not know when, but vol tends to go back to its average long-term value. Since realized vol is so low right now, I'd be risk-averse to place large short vol trades. It feels as though things have quieted down a little too much - seems a bit off.
Read 16 tweets

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