Median near-the-money implied volatility, July to September 2026
Answered against 22 years of US equities and 12 years of US options data and published with the query that produced it. This result is stored as of 2026-10-09, from Covered Calls on KO: Premium vs Dividend.
| symbol | median_iv_pct |
|---|---|
| KO | 20.1 |
| PG | 20.7 |
| JNJ | 24.5 |
| AAPL | 25.7 |
| MSFT | 27.8 |
| XOM | 29 |
| NVDA | 38.3 |
- Rows × columns
- 7 × 2
- Computed
- Completeness
- No missing values
- Source
- US exchange, SIP and OPRA market data
- Licence
- Strasmore terms · free, no signup
What each column holds
| Column | Type | Range | Notes |
|---|---|---|---|
symbol |
text | 7 distinct values (AAPL, JNJ, KO…) | |
median_iv_pct |
number | 20.1 to 38.3 | percent |
Computed from Strasmore's warehouse of US exchange, SIP and OPRA market data. Equity prices are delayed; options greeks and implied volatility are end-of-day. This result is stored, not recomputed on load — it is exactly the numbers that were returned on , and the query below is what returned them.
Run it yourself
This is the exact query behind the result above. Change a ticker, a date or a column and run it against the warehouse — no account, no key. The no-signup tier is smaller than the one this page was computed on; a query that reaches past it comes back saying which plan runs it.
SELECT
underlying_symbol AS symbol,
round(100 * quantileDeterministic(0.5)(toFloat64(implied_volatility), cityHash64(ticker)), 1) AS median_iv_pct
FROM global_markets.options_greeks
WHERE underlying_symbol IN ('KO', 'PG', 'JNJ', 'XOM', 'AAPL', 'MSFT', 'NVDA')
AND iv_converged = 1
AND volume > 0
AND days_to_expiry BETWEEN 20 AND 45
AND abs(toFloat64(strike_price) / toFloat64(underlying_close) - 1) < 0.05
AND date >= '2026-07-01'
AND date < '2026-10-01'
GROUP BY symbol
ORDER BY (symbol = 'KO') DESC, median_iv_pct ASC
Work with this data in your AI assistant
Opens ready to query, with this page's data. Free, no account.