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How far at-the-money implied volatility itself travelled (Jan to Jun 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 2026-08-12, from Heston Model and the Volatility Smile.

as of ranking 6×4read in context →
How far at-the-money implied volatility itself travelled (Jan to Jun 2026) — 6 rows by 4 columns, computed from US exchange, SIP and OPRA data.
symbollow_iv_pcthigh_iv_pctswing_pts
AMZN28.2174.4246.22
MSFT24.4950.526.01
NVDA34.4953.9419.45
SPY12.8626.313.44
AAPL21.9133.4711.56
KO14.3125.0610.75
Rows × columns
6 × 4
Computed
Completeness
No missing values
Source
US exchange, SIP and OPRA market data
Licence
Strasmore terms · free, no signup
Formats
JSON · CSV · the SQL below

What each column holds

Column definitions for How far at-the-money implied volatility itself travelled (Jan to Jun 2026), derived from the stored result.
ColumnTypeRangeNotes
symbol text 6 distinct values (AAPL, AMZN, KO…)
low_iv_pct number 12.86 to 34.49 percent
high_iv_pct number 25.06 to 74.42 percent
swing_pts number 10.75 to 46.22

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.

the exact SQL behind every number
SELECT
    symbol,
    round(min(daily_iv) * 100, 2)                   AS low_iv_pct,
    round(max(daily_iv) * 100, 2)                   AS high_iv_pct,
    round((max(daily_iv) - min(daily_iv)) * 100, 2) AS swing_pts
FROM
(
    SELECT
        underlying_symbol      AS symbol,
        date,
        avg(implied_volatility) AS daily_iv
    FROM global_markets.options_greeks
    WHERE underlying_symbol IN ('SPY', 'AAPL', 'MSFT', 'NVDA', 'AMZN', 'KO')
      AND date BETWEEN '2026-01-02' AND '2026-06-30'
      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 symbol, date
)
GROUP BY symbol
ORDER BY swing_pts DESC

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