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Annualized SPY price growth over rolling eight-year windows, by starting year end

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 2026-07-31, from The 8-4-3 Rule for Mutual Funds, Explained.

as of ranking 14×3read in context →
Annualized SPY price growth over rolling eight-year windows, by starting year end — 14 rows by 3 columns, computed from US exchange, SIP and OPRA data.
start_yearannualized_8y_pctmultiple_after_8y
20042.061.18
20055.041.48
20064.781.45
20074.231.39
2008122.48
200911.532.39
20108.971.99
201112.482.56
201212.822.62
201312.542.57
20148.071.86
201511.162.33
201612.82.62
201712.442.55
Rows × columns
14 × 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 Annualized SPY price growth over rolling eight-year windows, by starting year end, derived from the stored result.
ColumnTypeRangeNotes
start_year number 2,004 to 2,017
annualized_8y_pct number 2.06 to 12.82 percent
multiple_after_8y number 1.18 to 2.62

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
WITH ye AS (
    SELECT toYear(toTimeZone(window_start, 'America/New_York')) AS year,
           argMax(close, window_start) AS px
    FROM global_markets.delayed_stocks_minute_aggs
    WHERE ticker = 'SPY'
      AND toDate(toTimeZone(window_start, 'America/New_York')) BETWEEN toDate('2004-12-01') AND toDate('2025-12-31')
      AND (toHour(toTimeZone(window_start, 'America/New_York')) * 60
           + toMinute(toTimeZone(window_start, 'America/New_York'))) BETWEEN 570 AND 959
    GROUP BY year
)
SELECT a.year AS start_year,
       round((pow(b.px / a.px, 1.0 / 8) - 1) * 100, 2) AS annualized_8y_pct,
       round(b.px / a.px, 2) AS multiple_after_8y
FROM ye AS a
INNER JOIN ye AS b ON b.year = a.year + 8
WHERE a.year >= 2004 AND a.year <= 2017
ORDER BY start_year

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