Vomma
Calculate the vomma of an option based on the Black Scholes Model. The Black Scholes Model is a mathematical model used to estimate the price of European-style options. The vomma is the rate of change of the vega with respect to the volatility of the underlying asset.
The vomma calculation is the theoretical value of the vomma. The actual vomma can differ from this value due to several factors such as the volatility of the underlying asset, the time to expiration, the risk free rate and more.
The formula is as follows:
\[d_{1} = (\ln(S / K) + (r - q + (\sigma ^{2}) / 2) \cdot t) / (\sigma \cdot \sqrt{t})\] \[d_{2} = d_{1} - \sigma \cdot \sqrt{t}\] \[\text{Vomma} = S \cdot e ^{- q \cdot t} \cdot N'(d_{1}) \cdot \sqrt{t} \cdot (d_{1} \cdot d_{2}) / \sigma\]Where S is the stock price, K is the strike price, r is the risk free rate, q is the dividend yield, σ is the volatility, t is the time to expiration, N(d1) is the cumulative normal distribution of d1 and N(d2) is the the cumulative normal distribution of d2.
The vomma can be interpreted as follows:
- If Vomma is high, it indicates that the option’s Vega is highly sensitive to changes in implied volatility. The option’s value will experience more significant fluctuations with variations in implied volatility.
- If Vomma is low, it suggests that the option’s Vega is relatively less sensitive to changes in implied volatility.
Also known as: volga, vega convexity.
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Calculate the Vomma in Python
The Vomma is available in the Options module of the open-source Finance Toolkit. Install it with:
pip install financetoolkit -U
Then call get_vomma as shown below.
from financetoolkit import Toolkit
toolkit = Toolkit(["AAPL", "ASML"], api_key="FINANCIAL_MODELING_PREP_KEY")
toolkit.options.get_vomma().loc["AAPL"]
Which returns:
| Strike Price | 2026-07-24 | 2026-07-25 | 2026-07-26 | 2026-07-27 | 2026-07-28 | 2026-07-29 | 2026-07-30 | 2026-07-31 |
|---|---|---|---|---|---|---|---|---|
| 335 | 82.5285 | 83.2266 | 83.7729 | 84.1863 | 84.4832 | 84.6779 | 84.7828 | 84.8089 |
| 340 | 86.9501 | 88.9058 | 90.6342 | 92.1567 | 93.4929 | 94.6604 | 95.6751 | 96.5515 |
| 345 | 82.9231 | 86.1253 | 89.0707 | 91.7752 | 94.2545 | 96.5238 | 98.5977 | 100.49 |
| 350 | 72.7666 | 76.906 | 80.8195 | 84.5108 | 87.9854 | 91.2505 | 94.314 | 97.1843 |
| 355 | 59.418 | 64.0139 | 68.4654 | 72.762 | 76.8965 | 80.8648 | 84.6652 | 88.2978 |
| 360 | 45.5196 | 50.0738 | 54.5902 | 59.0468 | 63.4256 | 67.712 | 71.8947 | 75.9648 |
| 365 | 32.9237 | 37.0405 | 41.222 | 45.4411 | 49.6735 | 53.8983 | 58.0974 | 62.2551 |
| 370 | 22.5959 | 26.0392 | 29.6241 | 33.3248 | 37.1171 | 40.9785 | 44.8884 | 48.8282 |
| 375 | 14.776 | 17.4675 | 20.3425 | 23.3816 | 26.5652 | 29.8738 | 33.2886 | 36.7917 |
| 380 | 9.2386 | 11.2195 | 13.3929 | 15.7475 | 18.271 | 20.9498 | 23.7698 | 26.7166 |
Parameters
get_vomma accepts the following parameters:
- start_date (str | None, optional): The start date which determines the stock price. Defaults to None which means it will use the most recent date.
- strike_price_range (float): The percentage range to use for the strike prices. Defaults to 0.25 which equals 25% and thus results in strike prices from 75 to 125 if the current stock price is 100.
- strike_step_size (int): The step size to use for the strike prices. Defaults to 5 which means that the strike prices will be 75, 80, 85, 90, 95, 100, 105, 110, 115 and 120 if the current stock price is 100.
- expiration_time_range (int): The number of days to use for the time to expiration. Defaults to 30 which equals 30 days.
- risk_free_rate (float, optional): The risk free rate to use for the calculation. Defaults to None which means it will use the current risk free rate.
- dividend_yield (float, optional): The dividend yield to use for the calculation. Defaults to None which means it will use the current dividend yield.
- show_input_info (bool, optional): Whether to show the input information. Defaults to False.
- rounding (int | None, optional): The number of decimals to round the results to. Defaults to 4.
- standardize (bool, optional): Whether to standardize (Z-Score) the result across the time to expiration columns for each ticker and strike price. Defaults to False.
Related Second-Order Greeks
The Options module page introduces the module, and the sidebar lists all of its functions.