STRASMORE/EXPLORE 2,707 QUERIES

Median premium collected per delta band, as a percent of the share price

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 2026-09-27, from How to Pick an Option Strike Price by Delta.

as of ranking 9×4read in context →
Median premium collected per delta band, as a percent of the share price — 9 rows by 4 columns, computed from US exchange, SIP and OPRA data.
delta_bandcall_premium_pctput_premium_pctcontract_count
5 to 100.210.267543
10 to 150.380.454875
15 to 200.570.643829
20 to 250.780.893248
25 to 300.981.122865
30 to 351.251.42688
35 to 401.491.72531
40 to 451.842.052447
45 to 502.132.432394
Rows × columns
9 × 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 Median premium collected per delta band, as a percent of the share price, derived from the stored result.
ColumnTypeRangeNotes
delta_band text 9 distinct values (10 to 15, 15 to 20, 20 to 25…)
call_premium_pct number 0.21 to 2.13 percent
put_premium_pct number 0.26 to 2.43 percent
contract_count number 2,394 to 7,543 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.

WITH
snaps AS
(
    SELECT
        ticker                                                AS contract,
        any(if(upper(substring(toString(option_type), 1, 1)) = 'C', 'call', 'put')) AS opt,
        argMin(abs(delta), abs(toInt32(days_to_expiry) - 30)) AS abs_delta,
        argMin(100 * toFloat64(option_close) / toFloat64(underlying_close),
               abs(toInt32(days_to_expiry) - 30))             AS premium_pct
    FROM global_markets.options_greeks
    WHERE date >= '2024-01-01'
      AND date <  '2026-09-01'
      AND days_to_expiry BETWEEN 27 AND 33
      AND delta != 0
      AND volume > 0
      AND option_close > 0
      AND underlying_close > 0
      AND toDate(expiration_date) < '2026-09-01'
      AND underlying_symbol IN ('AAPL', 'MSFT', 'NVDA', 'AMZN', 'SPY', 'KO', 'JPM', 'XOM')
    GROUP BY contract
    HAVING abs_delta >= 0.05 AND abs_delta < 0.50
),
banded AS
(
    SELECT
        toUInt16(floor(abs_delta * 20)) AS band,
        contract,
        opt,
        premium_pct
    FROM snaps
)
SELECT
    concat(toString(band * 5), ' to ', toString(band * 5 + 5))                              AS delta_band,
    round(quantileDeterministicIf(0.5)(premium_pct, cityHash64(contract), opt = 'call'), 2) AS call_premium_pct,
    round(quantileDeterministicIf(0.5)(premium_pct, cityHash64(contract), opt = 'put'), 2)  AS put_premium_pct,
    count()                                                                                 AS contract_count
FROM banded
GROUP BY band
HAVING countIf(opt = 'call') > 0 AND countIf(opt = 'put') > 0
ORDER BY band
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