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Venue clock to consolidated tape clock, KO quotes 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 series 15×4read in context →
Venue clock to consolidated tape clock, KO quotes on June 16, 2026 — 15 rows by 4 columns, computed from US exchange, SIP and OPRA data.
et_timemedian_hop_usp95_hop_usquote_update_count
09:0033.7350.2234
09:30393.9481.435260
10:00403.894466543
10:30403.9539.656232
11:00407.860434352
11:30406.7862.735607
12:00408.4503.629427
12:30408.2513.624500
13:00408524.815755
13:30409.3491.812721
14:00408.8490.711896
14:30405.348114095
15:00405.8525.618501
15:30394.4862.235466
16:0028.11028.6229
Rows × columns
15 × 4
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 Venue clock to consolidated tape clock, KO quotes on June 16, 2026, derived from the stored result.
ColumnTypeRangeNotes
et_time date 09:00 to 16:00
median_hop_us number 28.1 to 409.3
p95_hop_us number 350.2 to 1,028.6
quote_update_count number 229 to 66,543 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
    formatDateTime(toStartOfInterval(toTimeZone(sip_timestamp, 'America/New_York'), INTERVAL 30 MINUTE), '%H:%i') AS et_time,
    round(quantileDeterministic(0.5)(toFloat64(toUnixTimestamp64Nano(sip_timestamp) - toUnixTimestamp64Nano(participant_timestamp)) / 1000, toUInt64(sequence_number)), 1)  AS median_hop_us,
    round(quantileDeterministic(0.95)(toFloat64(toUnixTimestamp64Nano(sip_timestamp) - toUnixTimestamp64Nano(participant_timestamp)) / 1000, toUInt64(sequence_number)), 1) AS p95_hop_us,
    count()                                                                                                       AS quote_update_count
FROM global_markets.cache_stocks_quotes
WHERE ticker = 'KO'
  AND sip_timestamp >= '2026-06-16 12:00:00'
  AND sip_timestamp <  '2026-06-16 22:00:00'
  AND toUnixTimestamp64Nano(participant_timestamp) > 0
GROUP BY et_time
HAVING quote_update_count >= 200
ORDER BY et_time

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More from this analysisSIP Feeds vs Direct Exchange Feeds
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