STRASMORE/EXPLORE 2,170 QUERIES

Quote update traffic across five household tickers, 10:00 to 11:00 a.m. ET on June 16, 2026

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 2026-08-09, from SIP Feeds vs Direct Exchange Feeds.

as of table 5×5read in context →
Quote update traffic across five household tickers, 10:00 to 11:00 a.m. ET on June 16, 2026 — 5 rows by 5 columns, computed from US exchange, SIP and OPRA data.
tickerquote_update_countquote_updates_readableupdates_per_secondbid_venues
SPY10314111.03 million286.516
NVDA658342658.34 thousand182.916
AAPL213956213.96 thousand59.415
KO122775122.78 thousand34.115
MSFT8209882.10 thousand22.816
Rows × columns
5 × 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 Quote update traffic across five household tickers, 10:00 to 11:00 a.m. ET on June 16, 2026, derived from the stored result.
ColumnTypeRangeNotes
ticker text 5 distinct values (AAPL, KO, MSFT…)
quote_update_count number 82,098 to 1,031,411 count
quote_updates_readable text 5 distinct values
updates_per_second number 22.8 to 286.5
bid_venues number 15 to 16

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,
    count()                         AS quote_update_count,
    formatReadableQuantity(count()) AS quote_updates_readable,
    round(count() / 3600, 1)        AS updates_per_second,
    uniqExact(bid_exchange)         AS bid_venues
FROM global_markets.cache_stocks_quotes
WHERE ticker IN ('AAPL', 'KO', 'MSFT', 'NVDA', 'SPY')
  AND sip_timestamp >= '2026-06-16 14:00:00'
  AND sip_timestamp <  '2026-06-16 15:00:00'
GROUP BY ticker
ORDER BY quote_update_count DESC

Run your own version of this

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.

More from this analysisSIP Feeds vs Direct Exchange Feeds
US equity exchanges that feed the consolidated tape table 18×4 Which venues sat on the bid side of the quote record, KO on June 16, 2026 ranking 17×3 Venue clock to consolidated tape clock, KO quotes on June 16, 2026 series 15×4 The same twelve prints, ranked by venue clock and by tape clock table 12×7 Live price against a 15 minute delayed view, one SPY session series 37×5 SIP receive lag by venue, AAPL, 10 June 2026 (microseconds) ranking 11×4 See all 2,170 queries →