iv
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 2026-11-01, from aapl-stock-for-thai-investors.
| session_date | as_of | atm_iv_pct | contracts |
|---|---|---|---|
| 2026-08-03 | 03 Aug 2026 | 27.7 | 36 |
| 2026-08-04 | 04 Aug 2026 | 27 | 48 |
| 2026-08-05 | 05 Aug 2026 | 26.6 | 46 |
| 2026-08-06 | 06 Aug 2026 | 25.6 | 48 |
| 2026-08-07 | 07 Aug 2026 | 24.3 | 47 |
| 2026-08-10 | 10 Aug 2026 | 24.8 | 36 |
| 2026-08-11 | 11 Aug 2026 | 23.8 | 55 |
| 2026-08-12 | 12 Aug 2026 | 23.7 | 48 |
| 2026-08-13 | 13 Aug 2026 | 23.6 | 46 |
| 2026-08-14 | 14 Aug 2026 | 22.6 | 47 |
| 2026-08-17 | 17 Aug 2026 | 23.8 | 42 |
| 2026-08-18 | 18 Aug 2026 | 24.2 | 53 |
| 2026-08-19 | 19 Aug 2026 | 24.9 | 47 |
| 2026-08-20 | 20 Aug 2026 | 24.5 | 47 |
| 2026-08-21 | 21 Aug 2026 | 24.6 | 55 |
| 2026-08-24 | 24 Aug 2026 | 24.8 | 45 |
| 2026-08-25 | 25 Aug 2026 | 24.8 | 47 |
| 2026-08-26 | 26 Aug 2026 | 25 | 48 |
| 2026-08-27 | 27 Aug 2026 | 25 | 62 |
| 2026-08-28 | 28 Aug 2026 | 23.9 | 63 |
| 2026-08-31 | 31 Aug 2026 | 24.3 | 35 |
| 2026-09-01 | 01 Sep 2026 | 25 | 56 |
| 2026-09-02 | 02 Sep 2026 | 25.3 | 54 |
| 2026-09-03 | 03 Sep 2026 | 24.9 | 48 |
| 2026-09-04 | 04 Sep 2026 | 25.2 | 56 |
| 2026-09-08 | 08 Sep 2026 | 26.3 | 48 |
| 2026-09-09 | 09 Sep 2026 | 25.9 | 47 |
| 2026-09-10 | 10 Sep 2026 | 26.6 | 55 |
| 2026-09-11 | 11 Sep 2026 | 24.1 | 48 |
| 2026-09-14 | 14 Sep 2026 | 24.7 | 36 |
| 2026-09-15 | 15 Sep 2026 | 25.5 | 47 |
| 2026-09-16 | 16 Sep 2026 | 25.3 | 55 |
| 2026-09-17 | 17 Sep 2026 | 25.1 | 55 |
| 2026-09-18 | 18 Sep 2026 | 24 | 56 |
| 2026-09-21 | 21 Sep 2026 | 24.1 | 55 |
| 2026-09-22 | 22 Sep 2026 | 23.5 | 53 |
| 2026-09-23 | 23 Sep 2026 | 23.7 | 50 |
| 2026-09-24 | 24 Sep 2026 | 24.5 | 64 |
| 2026-09-25 | 25 Sep 2026 | 22.8 | 67 |
| 2026-09-28 | 28 Sep 2026 | 24.5 | 42 |
| 2026-09-29 | 29 Sep 2026 | 25.3 | 42 |
| 2026-09-30 | 30 Sep 2026 | 24.8 | 42 |
| 2026-10-01 | 01 Oct 2026 | 25.9 | 54 |
| 2026-10-02 | 02 Oct 2026 | 24.7 | 54 |
| 2026-10-05 | 05 Oct 2026 | 26.1 | 32 |
| 2026-10-06 | 06 Oct 2026 | 25.8 | 52 |
| 2026-10-07 | 07 Oct 2026 | 25.9 | 55 |
| 2026-10-08 | 08 Oct 2026 | 25.6 | 54 |
| 2026-10-09 | 09 Oct 2026 | 25.8 | 56 |
| 2026-10-12 | 12 Oct 2026 | 26.3 | 41 |
| 2026-10-13 | 13 Oct 2026 | 26.3 | 56 |
| 2026-10-14 | 14 Oct 2026 | 26 | 54 |
| 2026-10-15 | 15 Oct 2026 | 27.4 | 54 |
| 2026-10-16 | 16 Oct 2026 | 28.3 | 47 |
| 2026-10-19 | 19 Oct 2026 | 27 | 54 |
| 2026-10-20 | 20 Oct 2026 | 27.5 | 46 |
| 2026-10-21 | 21 Oct 2026 | 26.8 | 53 |
| 2026-10-22 | 22 Oct 2026 | 27.6 | 68 |
| 2026-10-23 | 23 Oct 2026 | 27.3 | 60 |
| 2026-10-26 | 26 Oct 2026 | 28 | 54 |
| 2026-10-27 | 27 Oct 2026 | 27.6 | 54 |
| 2026-10-28 | 28 Oct 2026 | 26.6 | 53 |
| 2026-10-29 | 29 Oct 2026 | 26.6 | 66 |
- Rows × columns
- 63 × 4
- Period covered
- to
- 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 |
|---|---|---|---|
session_date |
date | 2026-08-03 to 2026-10-29 | |
as_of |
text | 63 distinct values (01 Oct 2026, 01 Sep 2026, 02 Oct 2026…) | |
atm_iv_pct |
number | 22.6 to 28.3 | percent |
contracts |
number | 32 to 68 | count |
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
toString(date) AS session_date,
formatDateTime(date, '%d %b %Y') AS as_of,
round(avg(toFloat64(implied_volatility)) * 100, 1) AS atm_iv_pct,
count() AS contracts
FROM global_markets.options_greeks
WHERE underlying_symbol = 'AAPL'
AND date >= today() - 90
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
GROUP BY date
HAVING count() >= 5
ORDER BY date
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