STRASMORE/EXPLORE 2,170 QUERIES

Options NBBO tape: total updates vs the stock tape, plus the SPY root slice, July 30

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 2026-08-02, from Market Recap: July 30, 2026, The Day in Numbers.

as of scalar 1×3read in context →
jul30 options bn
10.32
options to stock ratio
18.4
jul30 spy options m
441
Rows × columns
1 × 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 Options NBBO tape: total updates vs the stock tape, plus the SPY root slice, July 30, derived from the stored result.
ColumnTypeRangeNotes
jul30_options_bn number every row is 10.32
options_to_stock_ratio number every row is 18.4 ratio or rate
jul30_spy_options_m number every row is 441

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
    (SELECT count() FROM global_markets.cache_options_quotes WHERE sip_timestamp >= '2026-07-30 00:00:00' AND sip_timestamp < '2026-07-31 00:00:00') AS jul30_options_rows,
    (SELECT count() FROM global_markets.cache_stocks_quotes WHERE sip_timestamp >= '2026-07-30 00:00:00' AND sip_timestamp < '2026-07-31 00:00:00') AS jul30_stock_quote_rows
SELECT
    round(jul30_options_rows / 1e9, 2) AS jul30_options_bn,
    round(jul30_options_rows / jul30_stock_quote_rows, 1) AS options_to_stock_ratio,
    round((SELECT count() FROM global_markets.cache_options_quotes WHERE ticker >= 'O:SPY26' AND ticker < 'O:SPY27' AND sip_timestamp >= '2026-07-30 13:30:00' AND sip_timestamp < '2026-07-30 20:00:00') / 1e6, 0) AS jul30_spy_options_m

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The same 22 years of US equities and 12 years of options data are queryable in SQL or plain English. A free account runs 100 queries a day and takes no card.

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