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Put versus call implied volatility, near the money, 20 to 45 days out

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 2026-08-22, from When Short Options Get Assigned Early.

as of ranking 5×4read in context →
Put versus call implied volatility, near the money, 20 to 45 days out — 5 rows by 4 columns, computed from US exchange, SIP and OPRA data.
tickerput_ivcall_ivput_minus_call
KO20.819.41.5
MSFT3433.90.1
AAPL25.826.4-0.6
COIN71.273.1-2
MSTR76.278.4-2.1
Rows × columns
5 × 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 versus call implied volatility, near the money, 20 to 45 days out, derived from the stored result.
ColumnTypeRangeNotes
ticker text 5 distinct values (AAPL, COIN, KO…)
put_iv number 20.8 to 76.2 ratio or rate
call_iv number 19.4 to 78.4 ratio or rate
put_minus_call number -2.1 to 1.5

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 ticker,
    round(100 * avgIf(iv_f, delta_f < 0), 1) AS put_iv,
    round(100 * avgIf(iv_f, delta_f > 0), 1) AS call_iv,
    round(100 * (avgIf(iv_f, delta_f < 0) - avgIf(iv_f, delta_f > 0)), 1) AS put_minus_call
FROM
(
    SELECT
        underlying_symbol,
        toFloat64(implied_volatility) AS iv_f,
        toFloat64(delta)              AS delta_f
    FROM global_markets.options_greeks
    WHERE underlying_symbol IN ('MSTR', 'COIN', 'AAPL', 'MSFT', 'KO')
      AND date >= today() - 120
      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 underlying_symbol
HAVING countIf(delta_f < 0) > 0 AND countIf(delta_f > 0) > 0
ORDER BY put_minus_call DESC

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