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At its core, VRP is about harvesting the difference between the market’s expectation of volatility (implied) and the actual realized movement. When you sell an option, you’re collecting premium priced off implied volatility. If the realized volatility stays lower, you keep the difference as profit.
This is why options sellers are often referred to as insurance companies. They sell coverage against large market moves and collect a premium for it. Most of the time, the insurance expires unused. Occasionally, disasters happen, like the 2020 oil crash or the COVID meltdown, and they pay out big losses.
But in a stable regime, VRP tends to be positive. That means implied volatility trades above realized volatility, giving sellers a consistent, albeit risky, edge.
Following the 2008 financial crisis, oil markets entered a period of relative calm and strong risk appetite. This ushered in what could be called the golden era of VRP in energy.
Implied volatility was consistently elevated due to persistent macro uncertainty.
Realized volatility, however, remained mostly contained.
Traders who sold options (especially straddles and out-of-the-money puts) enjoyed a high Sharpe ratio strategy.
The structural edge came from the fact that producers needed to hedge their revenues, buying downside protection (puts), which inflated implied volatility. Dealers who sold those options were able to delta hedge and profit from the decay and low realized volatility.
As a result, the short-volatility trade in oil became institutionalized. Banks, commodity hedge funds, and even retail structured products were built around harvesting VRP.
What Changed After 2014?
Around 2014, the strategy started to flatline. Traders who had relied on VRP strategies found their edge disappeared. The reason wasn’t a change in market efficiency, but a change in market structure.
Two key forces disrupted the VRP dynamic:
Banks Outsourced the Strategy
As VRP became more well-known, banks packaged it into investable products and sold it to institutional clients. These were structured notes or managed accounts where the delta hedging was done on the client’s behalf.
What this did was flood the market with volatility sellers. Too many insurance providers competed for too little risk premium. Like any oversupplied market, the price (IV) dropped relative to realized volatility, compressing VRP.
Shale Producers Joined the Game
At the same time, U.S. shale production was exploding. Independent producers were financing their output through hedged derivative structures, such as put spreads or collars. In these trades, they would buy puts for downside protection but sell other options—often out-of-the-money puts or calls, to reduce costs.
This meant that producers themselves became net sellers of volatility, increasing supply even more. When both Wall Street and Main Street are selling insurance, there’s no one left to pay the premium.
The result? From 2014 to roughly 2020, the VRP in oil markets collapsed.
COVID: A Game-Changing Volatility Event
The COVID crisis in 2020 reset the landscape. Oil volatility exploded as demand vanished and WTI futures briefly turned negative. This caused catastrophic losses for VRP sellers who were holding short-gamma positions near expiry.
But it also flushed out weak hands.
Banks pulled back from selling volatility.
Producers reevaluated their hedging structures.
Volatility sellers, burned by the drawdowns, exited en masse.
This mass exodus led to a reset in the VRP regime.
The Return of the Risk Premium
Since 2021, VRP in oil has quietly started to re-emerge. Several factors support this:
Reduced supply of short vol. With fewer traders willing to sell volatility, premiums have risen relative to realized movement.
Geopolitical risk. Events like the Russia-Ukraine war injected uncertainty into forward curves, lifting implied volatility.
Consolidation in shale. Many of the highly leveraged producers merged or were acquired, and their new parent companies were less aggressive about structured hedging.
As a result, implied volatility has remained elevated, while actual realized movement has stayed relatively contained. This is the ideal environment for VRP strategies to work again.
Indeed, as noted in the original transcript, the performance of basic delta-hedged straddles has been strong in the past three years, particularly for short-dated options, where gamma risks are lower if managed carefully.
Why It Works: Behavioral and Structural Factors
VRP in oil isn’t just a statistical anomaly. It exists because of persistent structural and behavioral imbalances:
Producers buy protection, which inflates downside IV.
Buy-side investors pay for calls, especially during macro scares, inflating upside IV.
Regime shifts are rare, meaning realized volatility is often overstated in pricing.
In short, the market overprices risk, not because it’s irrational, but because different players have asymmetric objectives. Producers want budget certainty. Airlines want price caps. Investors want leveraged exposure.
None of these players care if options are overpriced—so long as they meet strategic goals.
That leaves room for professional volatility sellers to step in, hedge carefully, and collect the premium.
Risk Management and Nuance
Selling volatility is not without risk. As the transcript reminds us, most trader blowups happen at expiry, when gamma risk peaks and markets are prone to sharp moves.
To run a successful VRP strategy, traders must:
Monitor gamma exposure, especially in short-dated options.
Use adaptive hedging, not just daily, but conditional on market movement.
Adjust for volatility assumptions when calculating delta.
Scale exposure based on the skew and term structure of volatility.
It’s not a set-and-forget strategy. It’s active, tactical, and highly dependent on macro conditions and positioning flows.
Final Thoughts: The VRP Smile
One final takeaway from the lecture is the idea of a “VRP Smile” a pattern where the most mispriced options (in terms of risk premium) tend to be:
Far out-of-the-money puts and calls, which trade at high premiums but rarely realize.
Medium-term expiries, which offer the best risk-reward after filtering out gamma blowup potential.
This insight can guide how traders build their volatility selling portfolios—not all strikes or maturities are created equal.
As the oil volatility landscape continues to evolve, understanding the deeper drivers of the VRP can give traders a lasting edge. And with less crowding than equities, oil may offer one of the last frontiers for systematically extracting risk premium in global markets.
