Two index ETFs through one session, September 15, 2026 (percent change from the day's first print)
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 2026-09-26, from When Do Index Funds Trade? ETFs vs Mutual Funds.
| et_time | voo_change_pct | qqq_change_pct |
|---|---|---|
| 04:00 | -0.02 | -0.02 |
| 04:30 | -0.05 | -0.04 |
| 05:00 | -0.09 | -0.07 |
| 05:30 | 0.15 | 0.17 |
| 06:00 | 0.17 | 0.24 |
| 06:30 | 0.28 | 0.37 |
| 07:00 | 0.31 | 0.41 |
| 07:30 | 0.35 | 0.45 |
| 08:00 | 0.37 | 0.45 |
| 08:30 | 0.44 | 0.5 |
| 09:00 | 0.4 | 0.45 |
| 09:30 | 0.32 | 0.49 |
| 10:00 | 0.05 | 0.15 |
| 10:30 | -0.1 | -0.15 |
| 11:00 | 0.04 | 0.02 |
| 11:30 | 0 | -0.03 |
| 12:00 | 0.06 | 0 |
| 12:30 | 0.07 | -0.01 |
| 13:00 | -0.04 | -0.1 |
| 13:30 | 0.02 | -0.07 |
| 14:00 | 0.07 | -0.02 |
| 14:30 | 0.05 | -0.11 |
| 15:00 | -0.02 | -0.16 |
| 15:30 | 0.03 | -0.13 |
| 16:00 | 0.12 | -0.05 |
| 16:30 | 0.12 | -0.02 |
| 17:00 | 0.13 | -0.08 |
| 17:30 | 0.09 | -0.1 |
| 18:00 | 0.11 | -0.08 |
| 18:30 | 0.16 | -0.02 |
| 19:00 | 0.12 | -0.06 |
| 19:30 | 0.14 | -0.04 |
- Rows × columns
- 32 × 3
- Computed
- Completeness
- No missing values
- Source
- US exchange, SIP and OPRA market data
- Licence
- Strasmore terms · free, no signup
What each column holds
| Column | Type | Range | Notes |
|---|---|---|---|
et_time |
text | 32 distinct values (04:00, 04:30, 05:00…) | |
voo_change_pct |
number | -0.1 to 0.44 | percent |
qqq_change_pct |
number | -0.16 to 0.5 | percent |
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.
WITH
bars AS
(
SELECT
ticker,
toTimeZone(window_start, 'America/New_York') AS et,
toFloat64(close) AS px
FROM global_markets.delayed_stocks_minute_aggs
WHERE ticker IN ('VOO', 'QQQ')
AND window_start >= toDateTime('2026-09-15 04:00:00')
AND window_start < toDateTime('2026-09-16 04:00:00')
),
firsts AS
(
SELECT
ticker,
argMin(px, et) AS open_px
FROM bars
GROUP BY ticker
)
SELECT
formatDateTime(toStartOfInterval(b.et, INTERVAL 30 MINUTE), '%H:%i') AS et_time,
round(100 * (argMaxIf(b.px, b.et, b.ticker = 'VOO') / anyIf(f.open_px, f.ticker = 'VOO') - 1), 2) AS voo_change_pct,
round(100 * (argMaxIf(b.px, b.et, b.ticker = 'QQQ') / anyIf(f.open_px, f.ticker = 'QQQ') - 1), 2) AS qqq_change_pct
FROM bars AS b
INNER JOIN firsts AS f ON f.ticker = b.ticker
GROUP BY et_time
HAVING countIf(b.ticker = 'VOO') > 0
AND countIf(b.ticker = 'QQQ') > 0
ORDER BY et_time
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