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How quickly the forty largest new listings got a traded option chain

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 2026-09-09, from When Do Options Start Trading After an IPO?.

as of ranking 20×3read in context →
How quickly the forty largest new listings got a traded option chain — 20 rows by 3 columns, computed from US exchange, SIP and OPRA data.
session_numberpct_with_listed_optionsmedian_share_volume_mm
1034.47
22.510.93
367.56.69
4704.76
5807.36
6853.51
7902.65
892.53.35
9952.51
10952.3
11952.29
12952.65
13952.54
14951.9
15952.41
1697.52.42
1797.52.46
1897.52.74
1997.52.14
2097.52.29
Rows × columns
20 × 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 How quickly the forty largest new listings got a traded option chain, derived from the stored result.
ColumnTypeRangeNotes
session_number number 1 to 20
pct_with_listed_options number 0 to 97.5 percent
median_share_volume_mm number 1.9 to 34.47 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
WITH
listings AS (
    SELECT
        ticker,
        min(listing_date) AS listed_on
    FROM global_markets.stocks_ipos
    WHERE listing_date >= '2024-01-01'
      AND listing_date < today()
      AND ticker NOT IN ('SPCX')
    GROUP BY ticker
),
debut AS (
    SELECT
        a.ticker                                                 AS symbol,
        min(a.date)                                              AS debut_date,
        argMin(toFloat64(a.close) * toFloat64(a.volume), a.date) AS debut_turnover
    FROM global_markets.stocks_daily_aggs AS a
    INNER JOIN listings AS l ON l.ticker = a.ticker
    WHERE a.date >= '2024-01-01'
      AND a.date >= l.listed_on
    GROUP BY a.ticker
),
cohort AS (
    SELECT
        symbol,
        debut_date
    FROM debut
    ORDER BY debut_turnover DESC
    LIMIT 40
),
first_option AS (
    SELECT
        g.underlying_symbol AS symbol,
        min(g.date)         AS option_date
    FROM global_markets.options_greeks AS g
    INNER JOIN cohort AS c ON c.symbol = g.underlying_symbol
    WHERE g.date >= '2024-01-01'
      AND g.volume > 0
      AND g.date >= c.debut_date
    GROUP BY g.underlying_symbol
),
ramp AS (
    SELECT
        a.ticker                                                 AS symbol,
        a.date                                                   AS d,
        row_number() OVER (PARTITION BY a.ticker ORDER BY a.date) AS session_no,
        toFloat64(a.volume) / 1e6                                AS shares_mm
    FROM global_markets.stocks_daily_aggs AS a
    INNER JOIN cohort AS c ON c.symbol = a.ticker
    WHERE a.date >= '2024-01-01'
      AND a.date >= c.debut_date
)
SELECT
    r.session_no AS session_number,
    round(100 * countIf(f.option_date >= toDate('2024-01-01') AND r.d >= f.option_date) / count(), 1) AS pct_with_listed_options,
    round(quantileDeterministic(r.shares_mm, cityHash64(r.symbol)), 2)                               AS median_share_volume_mm
FROM ramp AS r
LEFT JOIN first_option AS f ON f.symbol = r.symbol
WHERE r.session_no <= 20
GROUP BY session_number
ORDER BY session_number

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