STRASMORE/EXPLORE 2,309 QUERIES

cash_account_ladder

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 2026-09-17, from how-to-get-approved-for-options-trading.

as of table 9×5read in context →
cash_account_ladder — 9 rows by 5 columns, computed from US exchange, SIP and OPRA data.
strikeput_pricepremium_collectedcash_collateralpremium_pct_of_collateral
74012.371237740001.67
73510.61060735001.44
7308.96896730001.23
7257.71771725001.06
7206.58658720000.91
7155.72572715000.8
7104.87487710000.69
7054.19419705000.59
7003.59359700000.51
Rows × columns
9 × 5
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 cash_account_ladder, derived from the stored result.
ColumnTypeRangeNotes
strike number 700 to 740 US dollars
put_price number 3.59 to 12.37 US dollars
premium_collected number 359 to 1,237 US dollars
cash_collateral number 70,000 to 74,000
premium_pct_of_collateral number 0.51 to 1.67 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
    toInt32(round(toFloat64(strike_price)))                                  AS strike,
    round(any(toFloat64(option_close)), 2)                                   AS put_price,
    toInt32(round(any(toFloat64(option_close)) * 100))                       AS premium_collected,
    toInt32(round(toFloat64(strike_price) * 100))                            AS cash_collateral,
    round(any(toFloat64(option_close)) / toFloat64(strike_price) * 100, 2)   AS premium_pct_of_collateral
FROM global_markets.options_greeks
WHERE underlying_symbol = 'SPY'
  AND toDate(date) = toDate('2026-06-12')
  AND toDate(expiration_date) = toDate('2026-07-17')
  AND lower(toString(option_type)) LIKE 'p%'
  AND iv_converged = 1
  AND volume > 0
  AND toFloat64(underlying_close) > 0
  AND toFloat64(strike_price) < toFloat64(underlying_close)
  AND toFloat64(strike_price) >= toFloat64(underlying_close) * 0.94
  AND toInt32(round(toFloat64(strike_price))) % 5 = 0
  AND abs(toFloat64(strike_price) - round(toFloat64(strike_price))) < 0.001
GROUP BY strike_price
ORDER BY strike DESC

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