The options NBBO stream: July 7 against July 6, and against the same session's equity quotes
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 2026-07-26, from Market Recap: July 7, 2026, The Day in Numbers.
jul7 option quote rows
8.69B
jul7 option quote updates bn
8.69
jul6 option quote updates bn
6.49
day over day pct
34
jul7 stock quote updates m
492.76
jul7 option to stock ratio
17.6
- Rows × columns
- 1 × 6
- 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 |
|---|---|---|---|
jul7_option_quote_rows |
number | every row is 8,694,614,147 | |
jul7_option_quote_updates_bn |
number | every row is 8.69 | |
jul6_option_quote_updates_bn |
number | every row is 6.49 | |
day_over_day_pct |
number | every row is 34 | percent |
jul7_stock_quote_updates_m |
number | every row is 492.76 | |
jul7_option_to_stock_ratio |
number | every row is 17.6 | ratio or rate |
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 toYYYYMMDD(sip_timestamp) = 20260707
) AS jul7_option_rows,
(
SELECT count()
FROM global_markets.cache_options_quotes
WHERE toYYYYMMDD(sip_timestamp) = 20260706
) AS jul6_option_rows,
(
SELECT count()
FROM global_markets.cache_stocks_quotes
WHERE toYYYYMMDD(sip_timestamp) = 20260707
) AS jul7_stock_quote_rows
SELECT
jul7_option_rows AS jul7_option_quote_rows,
round(jul7_option_rows / 1e9, 2) AS jul7_option_quote_updates_bn,
round(jul6_option_rows / 1e9, 2) AS jul6_option_quote_updates_bn,
round((jul7_option_rows / jul6_option_rows - 1) * 100, 1) AS day_over_day_pct,
round(jul7_stock_quote_rows / 1e6, 2) AS jul7_stock_quote_updates_m,
round(jul7_option_rows / jul7_stock_quote_rows, 1) AS jul7_option_to_stock_ratio
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