Microstructure Deep-Dive: June 29, 2026
SPY's median quoted spread by half hour, 4:00 am to 8:00 pm ETseries ·
2026-07-26 · 32×3
SPY under the microscope: nanosecond gaps, the spread two ways, quote qualityscalar ·
2026-07-26 · 1×123.98
Completeness probe: FINRA short-volume file coverage, June 26-30series ·
2026-07-26 · 3×6
The whole NBBO stream in one row: QQQ and NVDA pinned by namescalar ·
2026-07-26 · 1×5505.38
NBBO quote updates for eight heavily-quoted tickers (millions)ranking ·
2026-07-26 · 8×2
How many of the ten busiest minutes fall outside the open and the closescalar ·
2026-07-26 · 1×41
The largest single prints of June 29 (dictionary-excluded codes stripped)series ·
2026-07-26 · 9×7
The exclusion set, derived from the tape's own code dictionary (one row)scalar ·
2026-07-26 · 1×33
The receipt: CAG's closing auction and its code-15 re-report, side by sidescalar ·
2026-07-26 · 1×661.69
The ten busiest minutes of the trade tape (millions of prints)ranking ·
2026-07-26 · 10×2
Market Recap: Week of July 6, 2026
Next week on the calendar: closures, ex-dividends, and the monthly expiry's pullscalar ·
2026-07-26 · 1×40
SPY by session: close, change, and share volume, July 6-10series ·
2026-07-26 · 5×4
Options contracts and 0DTE share by session, July 6-10ranking ·
2026-07-26 · 5×3
What the news feed actually carried, verbatim (The Motley Fool, rout day and bounce day)table ·
2026-07-26 · 2×3
SEC filings by session and form type, July 6-10table ·
2026-07-26 · 5×5
SK Hynix's SEC paper trail into its July 10 US listingtable ·
2026-07-26 · 9×2
SK Hynix's US debut: the raise, the delayed open, the close vs offer, and where the first-day tape ranks in 2026scalar ·
2026-07-26 · 1×14158.14
Top names by regular-hours dollar volume, full week July 6-10ranking ·
2026-07-26 · 6×2
Tuesday's rout: INTC and TER, July 7 close vs July 6 closeranking ·
2026-07-26 · 2×2
Daily short-volume file coverage: tickers on file and total short shares, July 6-10ranking ·
2026-07-26 · 5×3
Session verification: five sessions, no holiday, next scheduled closurescalar ·
2026-07-26 · 1×65
Feed coverage by day: articles tagging NVDA, MU, INTC, TER, July 6-10table ·
2026-07-26 · 5×5
The week's corporate calendar: filings, dividends, splits, newsscalar ·
2026-07-26 · 1×1018,353
SPY's week in trailing-year context (open-to-close weekly returns, ~53 weeks)scalar ·
2026-07-26 · 1×50.82
SPY / QQQ / DIA / IWM: week of July 6 vs the July 2 close, with the prior week's changetable ·
2026-07-26 · 4×5
Sector ETFs, full-week change: July 10 close vs July 2 closeranking ·
2026-07-26 · 10×2
Treasury curve: the Friday July 10 print vs the July 2 close, both late receipts on filescalar ·
2026-07-26 · 1×67
Weekly movers: ten biggest gainers and decliners, $5M+ traded, in-week splits excludedtable ·
2026-07-26 · 20×5
The chip complex's full-week change: July 10 close vs July 2 close, fourteen namesranking ·
2026-07-26 · 14×2
Weekly breadth: July 10 close vs July 2 close, names with $5M+ traded during the weekscalar ·
2026-07-26 · 1×43,015
Market Recap: July 10, 2026, The Day in Numbers
Top 6 by dollars traded, top 4 by shares traded: July 10 regular hourstable ·
2026-07-26 · 10×5
SK Hynix's first session: the listing record vs the tape, July 10, 2026scalar ·
2026-07-26 · 1×8158.14
Session verification: first/last SPY bar ET, regular-bar count, holiday receipts, next closurescalar ·
2026-07-26 · 1×7390
SPY / QQQ / NVDA / META / MU / SNDK / AVGO: RTH median quoted spread in basis pointsranking ·
2026-07-26 · 7×2
NVDA and META in the news feed on July 10: every company-named headlinetable ·
2026-07-26 · 5×3
The week of July 13–17: closures, ex-dividends, splits, the monthly expiry, and the short-interest lagscalar ·
2026-07-26 · 1×80
Ex-divs, splits, news, and the July 10 SEC filing mixscalar ·
2026-07-26 · 1×16153
Treasury print status: July 9 and July 10 rows on record, and the July 8 curve (latest at authoring)scalar ·
2026-07-26 · 1×61
SPY day move in trailing context (~22 sessions, open-to-close)scalar ·
2026-07-26 · 1×40.38
The eleven SPDR sector ETFs: July 10 close vs July 9 close, regular hourstable ·
2026-07-26 · 11×5
SPY / QQQ / DIA / IWM: July 10 vs the July 9 close, regular hourstable ·
2026-07-26 · 4×10
Stocks NBBO update count: July 10 vs July 9, with named-ticker updates (millions)scalar ·
2026-07-26 · 1×6402.21
Options NBBO tape: total updates vs the stock tape, plus the SPY root slicescalar ·
2026-07-26 · 1×36.73
Options tape: contracts, call %, 0DTE share vs Thursday, top contract, Friday expiry dayscalar ·
2026-07-26 · 1×1410.56
Ten names that defined the session: gap, intraday, close, dollars, July 10table ·
2026-07-26 · 10×8
2026's five largest US listings by dollars raisedranking ·
2026-07-26 · 5×3
SEC filings per day, week of July 6 to July 10series ·
2026-07-26 · 5×3
Liquid-tape breadth: July 10 advancer share vs July 9, $1M-traded filterscalar ·
2026-07-26 · 1×53,191
Market Recap: July 9, 2026, The Day in Numbers
Shares per 30-minute ET bucket, regular hours, with % of the day's biggest bucketseries ·
2026-07-26 · 13×3
Top 6 by dollars traded, top 4 by shares traded: July 9 regular hourstable ·
2026-07-26 · 10×6
SPY same-day (0DTE) options: contracts by strike distance from the closing priceranking ·
2026-07-26 · 5×4
Session verification: first/last SPY bar ET, regular-bar count, holiday receipts, next closurescalar ·
2026-07-26 · 1×9885
SPY / QQQ / NVDA / TSLA / MU / SNDK / AVGO: RTH median quoted spread in basis pointsranking ·
2026-07-26 · 7×2
On deck: the next session, its ex-dividend slate, the SPY expiry ladder, and the short-interest clockscalar ·
2026-07-26 · 1×80
Ex-divs, splits, SEC filings, news attentionscalar ·
2026-07-26 · 1×14127
The week so far: index moves and advancer share for each completed sessionseries ·
2026-07-26 · 4×5
Treasury print status: July 9 rows on record, and the July 8 curve (latest at authoring)scalar ·
2026-07-26 · 1×61
SPY / QQQ day move in trailing context (~22 sessions)scalar ·
2026-07-26 · 1×71.67
SPY's RTH average quoted spread in trailing-month contextscalar ·
2026-07-26 · 1×62.071
Eight declared sector baskets, three names each: July 9 close-over-close, equal-weightedtable ·
2026-07-26 · 8×6
SPY / QQQ / DIA / IWM: July 9 vs the July 8 close, regular hourstable ·
2026-07-26 · 4×10
Eight mega-caps and defensives: gap at the open vs the rest of the day, July 9table ·
2026-07-26 · 8×8
Stocks NBBO update count: July 9 vs July 8, with named-ticker updates (millions)scalar ·
2026-07-26 · 1×8383.44
Premarket path, 4:00-9:29 am ET: last premarket print vs Wednesday's close, and the open that followedtable ·
2026-07-26 · 6×8
Options NBBO tape: total updates vs the stock tape, plus the SPY root slicescalar ·
2026-07-26 · 1×36.9
Options tape: prints, contracts, call %, 0DTE share vs Wednesday, top contractsscalar ·
2026-07-26 · 1×229.99
Named catalysts on file: news articles and SEC filings per name, Wednesday's close through Thursday'stable ·
2026-07-26 · 9×5
Receipts: July 9 green/red counts across the fourteen names, and NVDA's two-day turnscalar ·
2026-07-26 · 1×612
Fourteen chip names: gap at the open vs the rest of the day, July 9table ·
2026-07-26 · 14×8
Liquid-tape breadth: July 9 advancer share vs July 8, $1M-traded filterscalar ·
2026-07-26 · 1×84,263
Market Recap: July 8, 2026, The Day in Numbers
Shares per 30-minute ET bucket, regular hours, with % of the day's biggest bucketseries ·
2026-07-26 · 13×3
Top 6 by dollars traded, top 4 by shares traded: July 8 regular hourstable ·
2026-07-26 · 10×6
Session verification: first/last SPY bar ET, regular-bar count, holiday receipts, next closurescalar ·
2026-07-26 · 1×8919
SPY / QQQ / NVDA / TSLA / MU / SNDK / AVGO: RTH median quoted spread in basis pointsranking ·
2026-07-26 · 7×2
Ex-divs, splits, SEC filings, news attentionscalar ·
2026-07-26 · 1×1381
Treasury yields: July 8 vs July 7, populated maturities + 2s10sranking ·
2026-07-26 · 8×3
SPY / QQQ day move in trailing context (close-over-close, ~22 sessions)scalar ·
2026-07-26 · 1×70.25
SPY's RTH average quoted spread in trailing-month contextscalar ·
2026-07-26 · 1×72.202
SPY / QQQ / DIA / IWM: July 8 vs the July 7 close, regular hourstable ·
2026-07-26 · 4×10
Rotation check: eight names, defensives, mega-caps, biotechtable ·
2026-07-26 · 8×8
Stocks NBBO update count: July 8 vs July 7, with named-ticker updates (millions)scalar ·
2026-07-26 · 1×8530.55
Options NBBO tape: total updates vs the stock tape, plus the SPY root slicescalar ·
2026-07-26 · 1×39.62
Options tape: prints, contracts, call %, 0DTE share vs Tuesday, top contractscalar ·
2026-07-26 · 1×1410.44
Receipts: July 8 and July 7 green/red counts across the same fourteen namesscalar ·
2026-07-26 · 1×612
Fourteen chip names: prior close, day close, day range, dollar volume, low/high minute ETtable ·
2026-07-26 · 14×10
Liquid-tape breadth: July 8 advancer share vs July 7, $1M-traded filterscalar ·
2026-07-26 · 1×81,821
Market Recap: July 7, 2026, The Day in Numbers
Shares traded per 30-minute bucket, regular hours (billions)series ·
2026-07-26 · 13×3
Volume leaders two ways: top 6 by dollars traded, top 4 by shares traded (one reused-symbol listing excluded pending entity verification)table ·
2026-07-26 · 10×5
SPY's option quotes on July 7: the whole root, and the near-the-money same-day touch through the air pocket against a midday controlscalar ·
2026-07-26 · 1×13327.55
Session check: SPY's observed minute-bar span, the holiday table, and the next closure on the calendarscalar ·
2026-07-26 · 1×8902
The touch through the air pocket: median quoted spread and quote rate, 10:36–10:48 ET vs a midday control (12 minutes each)table ·
2026-07-26 · 10×9
One row for the whole options day: volume, call share, 0DTE, and the two contracts that bracketed SPY's closescalar ·
2026-07-26 · 1×2410.6
July 7's corporate calendar and information flow, in one rowscalar ·
2026-07-26 · 1×1580
The treasury curve: July 7 vs the July 6 print (populated maturities only)ranking ·
2026-07-26 · 8×3
QQQ and SPY: July 7 ranked against the trailing month of sessions (rank 1 = biggest absolute move)scalar ·
2026-07-26 · 1×7-1.82
SPY's update-weighted average quoted spread: July 7 ranked against the trailing month (rank 1 = tightest)scalar ·
2026-07-26 · 1×71.809
SPY / QQQ / DIA / IWM: July 7 vs the July 6 close, regular hourstable ·
2026-07-26 · 4×10
What rose while chips fell: and the day's loudest single printtable ·
2026-07-26 · 8×8
The whole equity NBBO stream: July 7 vs July 6 update countsscalar ·
2026-07-26 · 1×5492.76
The options NBBO stream: July 7 against July 6, and against the same session's equity quotesscalar ·
2026-07-26 · 1×68.69B
SPY ATM implied volatility by time to expiration: latest session
SPY ATM implied volatility by time to expiration: latest session
| expiry_bucket | atm_iv_pct | contracts |
|---|---|---|
| Under 2 weeks | 12.3 | 1024 |
| 2-6 weeks | 12.8 | 713 |
| 6 weeks - 4 months | 14.5 | 264 |
| Beyond 4 months | 17.4 | 298 |
the exact SQL behind every number
SELECT multiIf(days_to_expiry <= 14, 'Under 2 weeks', days_to_expiry <= 45, '2-6 weeks',
days_to_expiry <= 120, '6 weeks - 4 months', 'Beyond 4 months') AS expiry_bucket,
round(100 * quantileExact(0.5)(implied_volatility), 1) AS atm_iv_pct,
count() AS contracts
FROM global_markets.options_greeks
WHERE underlying_symbol = 'SPY'
AND date = (SELECT max(date) FROM global_markets.options_greeks)
AND iv_converged AND implied_volatility BETWEEN 0.02 AND 5
AND abs(strike_price / underlying_close - 1) <= 0.05
GROUP BY expiry_bucket
HAVING count() >= 5
ORDER BY min(days_to_expiry)
More from this analysisSPY Implied Volatility: IV Now & Its History
SPY at-the-money implied volatility by session: trailing 90 days
series 62×2
→
SPY vs QQQ: median ATM implied volatility by month, since mid-2022
series 50×3
→
Implied volatility beside the movement each stock actually delivered over the prior 30 sessions
ranking 11×4
→
At-the-money implied volatility, eleven familiar tickers (July 28, 2026)
ranking 11×2
→
See all 2,170 queries →