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Seven names: RTH median quoted spread in basis points, with quote-quality counts, July 29

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 2026-08-01, from Market Recap: July 29, 2026, The Day in Numbers.

as of table 7×5read in context →
Seven names: RTH median quoted spread in basis points, with quote-quality counts, July 29 — 7 rows by 5 columns, computed from US exchange, SIP and OPRA data.
tickermedian_spread_bpsquote_updates_mone_sided_quote_countcrossed_quote_count
AAPL1.452.040632
DIA0.772.2056
IWM0.693.9102130
NVDA1.554.3601046
QQQ0.757.10662
SPY0.276.5601330
TSLA2.960.7501264
Rows × columns
7 × 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 Seven names: RTH median quoted spread in basis points, with quote-quality counts, July 29, derived from the stored result.
ColumnTypeRangeNotes
ticker text 7 distinct values (AAPL, DIA, IWM…)
median_spread_bps number 0.27 to 2.96
quote_updates_m number 0.75 to 7.1
one_sided_quote_count number every row is 0 count
crossed_quote_count number 56 to 2,130 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
SELECT ticker,
       round(quantileExactIf(0.5)(10000 * (toFloat64(ask_price) - toFloat64(bid_price)) / ((toFloat64(ask_price) + toFloat64(bid_price)) / 2), bid_price > 0 AND ask_price > 0 AND ask_price >= bid_price), 2) AS median_spread_bps,
       round(count() / 1e6, 2) AS quote_updates_m,
       countIf(bid_price <= 0 OR ask_price <= 0) AS one_sided_quote_count,
       countIf(bid_price > ask_price AND bid_price > 0 AND ask_price > 0) AS crossed_quote_count
FROM global_markets.cache_stocks_quotes
WHERE ticker IN ('AAPL', 'DIA', 'IWM', 'NVDA', 'QQQ', 'SPY', 'TSLA')
  AND sip_timestamp >= '2026-07-29 13:30:00' AND sip_timestamp < '2026-07-29 20:00:00'
GROUP BY ticker
HAVING countIf(bid_price > 0 AND ask_price > 0 AND ask_price >= bid_price) > 0
ORDER BY ticker

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