Distinct best bid prices per quarter hour (AAPL and KO, 10 June 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 2026-08-14, from Does Modifying an Order Lose Queue Priority?.

Rows × columns

26 × 3

Period covered

09:30 to 15:45

Computed

2026-08-14

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

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 2026-08-14, and the query below is what returned them.

SELECT
    formatDateTime(toStartOfFifteenMinutes(et), '%H:%i') AS et_time,
    uniqExactIf(bid_price, ticker = 'AAPL')              AS aapl_distinct_bids,
    uniqExactIf(bid_price, ticker = 'KO')                AS ko_distinct_bids
FROM
(
    SELECT
        toTimeZone(sip_timestamp, 'America/New_York') AS et,
        ticker,
        bid_price
    FROM global_markets.cache_stocks_quotes
    WHERE ticker IN ('AAPL', 'KO')
      AND sip_timestamp >= '2026-06-10 13:30:00'
      AND sip_timestamp <  '2026-06-10 20:00:00'
      AND bid_price > 0
)
GROUP BY et_time
ORDER BY et_time