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One-month expected move priced by the option market

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 Straddle vs Strangle: Break-Evens and Margin.

as of ranking 6×3read in context →
One-month expected move priced by the option market — 6 rows by 3 columns, computed from US exchange, SIP and OPRA data.
symbolimplied_vol_pctexpected_move_pct
NVDA39.311.9
MSFT25.87.82
AAPL24.97.52
QQQ19.45.95
KO18.25.52
SPY133.98
Rows × columns
6 × 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 One-month expected move priced by the option market, derived from the stored result.
ColumnTypeRangeNotes
symbol text 6 distinct values (AAPL, KO, MSFT…)
implied_vol_pct number 13 to 39.3 percent
expected_move_pct number 3.98 to 11.9 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.

the exact SQL behind every number
SELECT
    underlying_symbol                       AS symbol,
    round(100 * avg(implied_volatility), 1) AS implied_vol_pct,
    round(100 * avg(implied_volatility)
        * sqrt(avg(days_to_expiry) / 365), 2) AS expected_move_pct
FROM global_markets.options_greeks
WHERE date =
    (
        SELECT max(date)
        FROM global_markets.options_greeks
        WHERE underlying_symbol = 'SPY'
          AND date >= today() - 90
          AND iv_converged = 1
          AND volume > 0
    )
  AND underlying_symbol IN ('SPY', 'QQQ', 'AAPL', 'MSFT', 'NVDA', 'KO')
  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
ORDER BY expected_move_pct DESC

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