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Average daily options volume: Section 1256 names against equity options

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 Why Index Options Are Taxed 60/40: Section 1256.

as of ranking 4×3read in context →
Average daily options volume: Section 1256 names against equity options — 4 rows by 3 columns, computed from US exchange, SIP and OPRA data.
symboltax_treatmentavg_daily_contracts_k
SPYOrdinary equity option3834.8
QQQOrdinary equity option2349.7
IWMOrdinary equity option941.9
AAPLOrdinary equity option833.5
Rows × columns
4 × 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 Average daily options volume: Section 1256 names against equity options, derived from the stored result.
ColumnTypeRangeNotes
symbol text 4 distinct values (AAPL, IWM, QQQ…)
tax_treatment text 1 distinct value (Ordinary equity option)
avg_daily_contracts_k number 833.5 to 3,834.8 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.

the exact SQL behind every number
SELECT
    replaceOne(underlying_symbol, 'I:', '')            AS symbol,
    if(symbol IN ('SPX', 'XSP', 'NDX', 'RUT', 'VIX'),
       'Section 1256 (60/40)',
       'Ordinary equity option')                       AS tax_treatment,
    round(sum(volume) / countDistinct(date) / 1000, 1) AS avg_daily_contracts_k
FROM global_markets.options_greeks
WHERE date >= today() - 90
  AND symbol IN ('SPX', 'XSP', 'NDX', 'RUT', 'VIX', 'SPY', 'QQQ', 'IWM', 'AAPL')
  AND volume > 0
GROUP BY symbol
ORDER BY avg_daily_contracts_k DESC

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