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How Option Greeks Change After a Large Underlying Move

Article Quant Q&A · Author: Ice Tea

Summary

The note explains why delta, gamma, and vega describe an option’s local sensitivity rather than its response to a large underlying-price move. It gives a second-order Taylor approximation for estimating a price change from delta and gamma, and relates gamma to the approximate change in delta. The discussion also identifies speed and vanna as sensitivities for changes in gamma and vega, respectively.

These tools are approximations: a large spot move can make them inaccurate, and estimating new Greeks by repricing requires an assumed volatility. In practice, implied volatility may also change as the underlying moves, so a constant-volatility repricing may not reflect market conditions. The example portfolio of calls motivates the question, but the note does not calculate its exposures; without volatility and other pricing inputs, it offers general guidance rather than a numerical answer.

Key ideas

  • Greeks measure instantaneous sensitivity and become less reliable for large underlying-price moves.
  • Delta and gamma can approximate an option-price change with a second-order Taylor expansion.
  • Gamma estimates the local change in delta as the underlying price changes.
  • Speed and vanna describe sensitivity of gamma and vega to the underlying price.
  • Repricing at a new spot requires a volatility assumption, which may not hold after a large market move.

Tags

Full text
# Greeks of portfolio in response to underlying price change


# Greeks of portfolio in response to underlying price change












I'm trying to wrap my head around Greeks, and I'm getting a little bit confused. For example, let's say my portfolio holds a long 5 month ATM call with strike \$20, and short 2 month OTM call with strike \$60. Now, if my underlying rises to \$40, what happens to my $\Delta$, $\Gamma$ and $\nu$ega exposures? I'm not exactly sure how much information I can say looking at the Black-Scholes formula since I don't have information about $\sigma$, so what can I say about the response of the Greeks to this underlying change?

## Answer by D Stanley (score 4, accepted)

https://quant.stackexchange.com/a/68377

The greeks are non-linear and only give you the instantaneous rate of change. The larger the change in underlying is, the less accurate the change based on the greeks will be. A doubling of the underlying will certainly not be predictable by the greeks alone. Delta and Gamma can be used to estimate the new price using a second-order taylor series approximation:

$P \approx P_0 + \Delta * dS + \frac12 * \Gamma * (dS)^2 $

But it's still an approximation, and with large changes in S it may be significantly different than the actual change.

But you asked about the effects on $\Delta$, $\Gamma$, and vega. Gamma will give you an approximate change in delta ($d\Delta \approx \Gamma*dS$). There are greeks that will tell you the change in Gamma and Vega when the underlying changes (Speed and Vanna, respectively), but they are not as widely used.

Of course, the practical way to calculate the difference based on a change in the underlying is to reprice the option with the new spot price, but that assumes that the volatility is the same, which is probably not true in reality (large changes in the underlying often coincide with large changes in implied volatility)

Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.