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Put-side versus call-side implied volatility, 20 to 45 days (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 →
Put-side versus call-side implied volatility, 20 to 45 days (Jan to Jun 2026) — 6 rows by 4 columns, computed from US exchange, SIP and OPRA data.
symbolotm_put_iv_pctotm_call_iv_pctput_minus_call_pts
SPY2714.7612.23
AAPL34.8626.258.61
NVDA47.8940.137.77
AMZN41.9635.496.47
KO27.3821.296.09
MSFT36.8232.923.9
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 Put-side versus call-side implied volatility, 20 to 45 days (Jan to Jun 2026), derived from the stored result.
ColumnTypeRangeNotes
symbol text 6 distinct values (AAPL, AMZN, KO…)
otm_put_iv_pct number 27 to 47.89 percent
otm_call_iv_pct number 14.76 to 40.13 percent
put_minus_call_pts number 3.9 to 12.23

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
    underlying_symbol                                                    AS symbol,
    round(avgIf(iv, ratio <= 0.95) * 100, 2)                             AS otm_put_iv_pct,
    round(avgIf(iv, ratio >= 1.05) * 100, 2)                             AS otm_call_iv_pct,
    round((avgIf(iv, ratio <= 0.95) - avgIf(iv, ratio >= 1.05)) * 100, 2) AS put_minus_call_pts
FROM
(
    SELECT
        underlying_symbol,
        implied_volatility                                    AS iv,
        toFloat64(strike_price) / toFloat64(underlying_close) AS ratio
    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) <= 0.20
)
GROUP BY underlying_symbol
HAVING countIf(ratio <= 0.95) > 0
   AND countIf(ratio >= 1.05) > 0
ORDER BY put_minus_call_pts DESC

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