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Where long-dated option volume lands, by expiry month code

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 2026-08-09, from How to Read a Futures Symbol (ESZ6, CLF27).

as of ranking 11×3read in context →
Where long-dated option volume lands, by expiry month code — 11 rows by 3 columns, computed from US exchange, SIP and OPRA data.
code_bucketcontracts_millionsexpiry_dates
Z (Dec)13.54
F (Jan)11.222
U (Sep)11.173
M (Jun)9.235
H (Mar)3.853
Q (Aug)2.572
V (Oct)2.562
X (Nov)1.622
N (Jul)1.332
K (May)0.362
G (Feb)0.051
Rows × columns
11 × 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 Where long-dated option volume lands, by expiry month code, derived from the stored result.
ColumnTypeRangeNotes
code_bucket text 11 distinct values (F (Jan), G (Feb), H (Mar)…)
contracts_millions number 0.05 to 13.5 count
expiry_dates number 1 to 5

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
    concat(
        arrayElement(['F','G','H','J','K','M','N','Q','U','V','X','Z'], toMonth(expiration_date)),
        ' (',
        arrayElement(['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec'], toMonth(expiration_date)),
        ')'
    )                                          AS code_bucket,
    round(toFloat64(sum(volume)) / 1e6, 2)     AS contracts_millions,
    countDistinct(expiration_date)             AS expiry_dates
FROM global_markets.options_greeks
WHERE underlying_symbol IN ('SPY', 'QQQ', 'AAPL', 'NVDA')
  AND date >= '2026-01-02'
  AND date <  '2026-07-01'
  AND days_to_expiry > 120
  AND volume > 0
  AND iv_converged = 1
GROUP BY toMonth(expiration_date)
ORDER BY contracts_millions DESC

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