STRASMORE/EXPLORE 3,022 QUERIES

hedge_cost_by_year

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 2026-10-04, from what-is-hedging.

as of ranking 5×4read in context →
hedge_cost_by_year — 5 rows by 4 columns, computed from US exchange, SIP and OPRA data.
yearmonthly_cost_pctannual_cost_pctavg_iv_pct
20221.1513.826.8
20230.5619
20240.364.317
20250.617.320.3
20260.58719.9
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 hedge_cost_by_year, derived from the stored result.
ColumnTypeRangeNotes
year text 5 distinct values (2022, 2023, 2024…)
monthly_cost_pct number 0.36 to 1.15 percent
annual_cost_pct number 4.3 to 13.8 percent
avg_iv_pct number 17 to 26.8 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
    toString(toYear(date))          AS year,
    round(avg(premium_pct), 2)      AS monthly_cost_pct,
    round(avg(premium_pct) * 12, 1) AS annual_cost_pct,
    round(avg(iv) * 100, 1)         AS avg_iv_pct
FROM
(
    SELECT
        date,
        toFloat64(option_close) / toFloat64(underlying_close) * 100 AS premium_pct,
        implied_volatility                                          AS iv
    FROM global_markets.options_greeks
    WHERE underlying_symbol = 'SPY'
      AND lower(option_type) LIKE 'p%'
      AND iv_converged = 1
      AND volume > 0
      AND date >= '2022-01-01'
      AND date <  '2026-10-01'
      AND days_to_expiry BETWEEN 25 AND 40
      AND underlying_close > 0
      AND toFloat64(strike_price) / toFloat64(underlying_close) BETWEEN 0.94 AND 0.96
)
GROUP BY year
ORDER BY year
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