STRASMORE/EXPLORE 3,293 QUERIES

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 2026-10-17, 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
04:0032
04:3025
05:0021
05:3015
06:0016
06:3017
07:0017
07:3013
08:0014
08:3020
09:0016
09:306
10:005
10:304
11:003
11:304
12:003
12:303
13:003
13:303
14:003
14:303
15:002
15:302
16:0016
16:3015
17:0013
17:3011
18:0024
18:3021
19:0024
19:3022
Rows × columns
32 × 2
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 text 32 distinct values (04:00, 04:30, 05:00…)
median_spread_cents number 2 to 32

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.

Run it yourself

This is the exact query behind the result above. Change a ticker, a date or a column and run it against the warehouse — no account, no key. The no-signup tier is smaller than the one this page was computed on; a query that reaches past it comes back saying which plan runs it.

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 3,293 queries →