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An 8% average return at rising volatility: compound rate and doubling time

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 2026-10-09, from The Rule of 72 (and Where It Breaks).

as of ranking 8×3read in context →
An 8% average return at rising volatility: compound rate and doubling time — 8 rows by 3 columns, computed from US exchange, SIP and OPRA data.
annual_volatilitycompound_return_pctdoubling_years
0%89
5%7.889.1
10%7.59.6
15%6.8810.4
20%611.9
25%4.8814.6
30%3.520.1
35%1.8837.3
Rows × columns
8 × 3
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 An 8% average return at rising volatility: compound rate and doubling time, derived from the stored result.
ColumnTypeRangeNotes
annual_volatility text 8 distinct values (0%, 10%, 15%…)
compound_return_pct number 1.88 to 8 percent
doubling_years number 9 to 37.3

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.

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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
    concat(toString(vol_pct), '%')       AS annual_volatility,
    round(compound * 100, 2)             AS compound_return_pct,
    round(log(2) / log(1 + compound), 1) AS doubling_years
FROM
(
    SELECT
        vol_pct,
        0.08 - 0.5 * pow(vol_pct / 100.0, 2) AS compound
    FROM
    (
        SELECT arrayJoin([0, 5, 10, 15, 20, 25, 30, 35]) AS vol_pct
    )
)
ORDER BY vol_pct ASC
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