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AAPL median quoted spread by 30-minute bucket (ET, extended hours included)

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 2026-08-22, from What Is a Bid-Ask Spread? Real Costs.

as of series 32×2read in context →
AAPL median quoted spread by 30-minute bucket (ET, extended hours included) — 32 rows by 2 columns, computed from US exchange, SIP and OPRA data.
et_timemedian_spread_cents
04:0027
04:3015
05:0016
05:3019
06:0021
06:3026
07:0015
07:3013
08:0014
08:3013
09:0015
09:304
10:003
10:303
11:003
11:302
12:002
12:302
13:002
13:302
14:002
14:302
15:002
15:302
16:0010
16:3010
17:009
17:3010
18:0017
18:309
19:0017
19:3011
Rows × columns
32 × 2
Period covered
to
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 AAPL median quoted spread by 30-minute bucket (ET, extended hours included), derived from the stored result.
ColumnTypeRangeNotes
et_time date 04:00 to 19:30
median_spread_cents number 2 to 27

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 formatDateTime(toStartOfInterval(toTimeZone(sip_timestamp, 'America/New_York'), INTERVAL 30 MINUTE), '%H:%i') AS et_time,
       round(quantileDeterministic(0.5)(toFloat64(ask_price - bid_price), toUInt64(sip_timestamp)) * 100, 1) AS median_spread_cents
FROM global_markets.cache_stocks_quotes
WHERE ticker = 'AAPL'
  AND sip_timestamp >= now() - INTERVAL 7 DAY
  AND bid_price > 0
  AND ask_price > bid_price
GROUP BY et_time
ORDER BY et_time

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More from this analysisWhat Is a Bid-Ask Spread? Real Costs
The same curve at four checkpoints: premarket, the open, midday, the close series 4×2 Typical quoted spread: six liquid names vs. two thin small caps, with the 100-share cost ranking 8×4 AAPL: the last recorded NBBO quote in our data window scalar 1×7 Share of quote updates at the one-cent minimum spread, by half hour (regular hours, ET) series 13×4 Median spread each half hour, as a multiple of each name's tightest bucket (regular hours, ET) series 13×4 MU: median quoted spread by half hour on July 7, 2026 (ET, regular hours) series 13×5 See all 2,170 queries →