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.
| strike | put_price | premium_collected | cash_collateral | premium_pct_of_collateral |
|---|---|---|---|---|
| 740 | 12.37 | 1237 | 74000 | 1.67 |
| 735 | 10.6 | 1060 | 73500 | 1.44 |
| 730 | 8.96 | 896 | 73000 | 1.23 |
| 725 | 7.71 | 771 | 72500 | 1.06 |
| 720 | 6.58 | 658 | 72000 | 0.91 |
| 715 | 5.72 | 572 | 71500 | 0.8 |
| 710 | 4.87 | 487 | 71000 | 0.69 |
| 705 | 4.19 | 419 | 70500 | 0.59 |
| 700 | 3.59 | 359 | 70000 | 0.51 |
- Rows × columns
- 9 × 5
- Computed
- Completeness
- No missing values
- Source
- US exchange, SIP and OPRA market data
- Licence
- Strasmore terms · free, no signup
What each column holds
| Column | Type | Range | Notes |
|---|---|---|---|
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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