where-to-find-options-trade-data
venue_sharetable ·
2026-09-18 · 18×5
session_clockseries ·
2026-09-18 · 14×5
largest_printstable ·
2026-09-18 · 10×7
iv_skewtable ·
2026-09-18 · 29×4
what-is-the-cme-cvol-index
spy_term_structureranking ·
2026-09-18 · 7×2
spy_strike_weightsranking ·
2026-09-18 · 11×4
what-are-tokenized-stocks
volume_by_segmentranking ·
2026-09-18 · 5×3
off_hours_shareranking ·
2026-09-18 · 5×3
aapl_dividendsseries ·
2026-09-18 · 11×7
upcoming-ipo-lockup-expirations
prospectus_receiptstable ·
2026-09-18 · 50×4
price_vs_offertable ·
2026-09-18 · 51×5
lockup_pipelineseries ·
2026-09-18 · 13×3
lockup_calendartable ·
2026-09-18 · 57×8
early_release_watchtable ·
2026-09-18 · 25×6
upcoming-dividend-payment-dates
sector_gaptable ·
2026-09-18 · 7×5
pay_daysseries ·
2026-09-18 · 12×4
pay_calendartable ·
2026-09-18 · 30×8
gap_bucketsranking ·
2026-09-18 · 6×4
the-september-effect
worst_septembersranking ·
2026-09-18 · 3×2
septembers_by_yearranking ·
2026-09-18 · 22×2
monthlytable ·
2026-09-18 · 12×6
decadesranking ·
2026-09-18 · 3×4
stock-split-candidates
stubborntable ·
2026-09-18 · 12×5
split_historytable ·
2026-09-18 · 16×6
candidatestable ·
2026-09-18 · 15×8
aapl_traceseries ·
2026-09-18 · 84×4
aapl_splitstable ·
2026-09-18 · 3×5
nasdaq-opening-cross-explained
open_minute_shareranking ·
2026-09-18 · 5×4
open_conditionsranking ·
2026-09-18 · 14×3
aapl_open_minute_traceseries ·
2026-09-18 · 21×4
market-wide-circuit-breakers-explained
trigger_levelstable ·
2026-09-18 · 3×7
march_2020_sessionsseries ·
2026-09-18 · 22×6
halt_daysseries ·
2026-09-18 · 4×8
daily_recalcseries ·
2026-09-18 · 15×5
how-much-money-do-you-need-to-trade-options
spread_ladderranking ·
2026-09-18 · 8×3
put_traceseries ·
2026-09-18 · 31×5
put_laddertable ·
2026-09-18 · 8×5
call_laddertable ·
2026-09-18 · 8×5
how-long-can-a-stock-trade-under-1-dollar
sub_dollar_trendseries ·
2026-09-18 · 105×3
streaksranking ·
2026-09-18 · 4×3
reverse_splits_monthlyseries ·
2026-09-18 · 12×3
price_bucketsranking ·
2026-09-18 · 5×4
free-stock-data-api-in-python
avg_volume_by_tickerseries ·
2026-09-18 · 4×4
aapl_volume_traceseries ·
2026-09-18 · 34×3
are-0dte-options-high-risk
strike_gammaranking ·
2026-09-18 · 9×3
premium_laddertable ·
2026-09-18 · 5×5
greeks_ladderseries ·
2026-09-18 · 5×5
expiry_outcomesranking ·
2026-09-18 · 5×2
expiry_dayseries ·
2026-09-18 · 21×6
when-do-vix-options-expire
wednesday_expiriesranking ·
2026-09-17 · 12×3
what-is-the-3m10y-spread
recentseries ·
2026-09-17 · 60×6
monthlyseries ·
2026-09-17 · 241×4
inversionsseries ·
2026-09-17 · 9×6
front_endseries ·
2026-09-17 · 42×5
episodes_comparedtable ·
2026-09-17 · 3×9
what-does-cross-mean-in-trading
quote_statesranking ·
2026-09-17 · 3×4
cross_minutesseries ·
2026-09-17 · 7×4
cross_codestable ·
2026-09-17 · 13×5
Weekly Market Recap: The Week in Numbers
Where the volume went: most dollars traded over the past weekranking ·
2026-09-17 · 8×2
The eleven S&P 500 sectors over the past weekranking ·
2026-09-17 · 11×2
Biggest stock losers over the past weekranking ·
2026-09-17 · 7×3
The major index ETFs over the past weekranking ·
2026-09-17 · 4×4
Biggest stock gainers over the past weekranking ·
2026-09-17 · 7×3
Daily market breadth: advancers vs decliners each session (names trading $500M+)series ·
2026-09-17 · 5×3
Upcoming Stock Splits Calendar
Upcoming US stock splits: announced, with a future effective datetable ·
2026-09-17 · 30×5
Announced upcoming splits by directionranking ·
2026-09-17 · 2×2
Announced stock splits by effective month: forward vs reverseseries ·
2026-09-17 · 4×4
Unusual Volume Stocks This Week, Measured
How the whole qualifying universe traded this week, bucketed by relative volumeranking ·
2026-09-17 · 7×4
Persistence check: the eight leaders' daily relative volume across the five sessionstable ·
2026-09-17 · 8×5
Highest relative volume this week: trailing 5 sessions vs. the prior 40, for names trading $500M+ in the weekseries ·
2026-09-17 · 8×6
The board leader, day by day: daily relative volume and open-to-close change (last 15 sessions)series ·
2026-09-17 · 15×5
Wild multiples the dollar floor removes: highest relative volume among names trading under $500M this weekseries ·
2026-09-17 · 6×5
Unusual Options Activity: Last Session
Market-wide options volume by session, with monthly expirations labelledseries ·
2026-09-17 · 25×5
Calls or puts: the board's call and put contract volume on the same sessiontable ·
2026-09-17 · 10×5
What follows a heavy options session: next-session absolute move vs. the same names on an ordinary daytable ·
2026-09-17 · 5×6
What the session's contracts were made of: options volume by days to expiryranking ·
2026-09-17 · 6×4
Unusual options activity: last completed session vs. each underlying's own 20-session averagetable ·
2026-09-17 · 10×8
twap-vs-vwap-vs-pov-orders
volume_curveseries ·
2026-09-17 · 13×4
open_vs_lunchtable ·
2026-09-17 · 5×6
lunch_povseries ·
2026-09-17 · 13×4
curve_dispersionseries ·
2026-09-17 · 13×4
the-7-5-3-1-rule-mutual-funds
worst_windowstable ·
2026-09-17 · 8×6
step_uptable ·
2026-09-17 · 10×5
rolling_7yseries ·
2026-09-17 · 193×5
return_bucketsranking ·
2026-09-17 · 5×3
the-390-rule-in-options-trading
spy_trade_sizesranking ·
2026-09-17 · 5×3
spy_option_paceseries ·
2026-09-17 · 14×3
session_shapeseries ·
2026-09-17 · 16×3
one_lot_shareranking ·
2026-09-17 · 6×4
Short Squeeze Candidates This Week
Squeeze-shaped mechanics: crowded shorts among liquid names, with a rising priceranking ·
2026-09-17 · 12×4
The screened names ranked by short interest against shares outstanding (not float)table ·
2026-09-17 · 10×5
Every past screened name, by what it did over the next 30 daysranking ·
2026-09-17 · 6×3
From the whole settlement file down to the screened list, one rule at a timeranking ·
2026-09-17 · 4×2
Every input behind this screen, and how many days old it isseries ·
2026-09-17 · 3×3
Liquid names at 5+ and 10+ days to cover, settlement by settlementseries ·
2026-09-17 · 12×4
santa-claus-rally
worst_windowstable ·
2026-09-17 · 5×5
window_vs_decembertable ·
2026-09-17 · 3×8
window_volumeranking ·
2026-09-17 · 7×4
santa_windowstable ·
2026-09-17 · 23×5
folklore_testtable ·
2026-09-17 · 2×6
Next 100 →
page 1 of 24
Median theta and implied volatility by days to expiry: near-the-money SPY contracts, H1 2026
Median theta and implied volatility by days to expiry: near-the-money SPY contracts, H1 2026
| dte | median_theta_usd | median_iv_pct | contract_count |
|---|---|---|---|
| 1 | 0.898 | 18.4 | 4658 |
| 2 | 0.704 | 17.6 | 3661 |
| 3 | 0.555 | 16 | 3534 |
| 4 | 0.431 | 14.5 | 3504 |
| 5 | 0.391 | 14.2 | 3771 |
| 6 | 0.384 | 14.7 | 5183 |
| 7 | 0.37 | 14.9 | 6370 |
| 8 | 0.357 | 15.1 | 5104 |
| 9 | 0.346 | 15.3 | 3723 |
| 10 | 0.324 | 15 | 3583 |
| 11 | 0.306 | 14.6 | 3509 |
| 12 | 0.293 | 14.5 | 3512 |
| 13 | 0.289 | 14.8 | 4220 |
| 14 | 0.281 | 14.9 | 2808 |
| 15 | 0.287 | 15.4 | 1571 |
| 16 | 0.271 | 15.5 | 1423 |
| 17 | 0.271 | 15.7 | 1489 |
| 18 | 0.268 | 15.9 | 1214 |
| 19 | 0.305 | 19.9 | 109 |
| 20 | 0.269 | 17.6 | 327 |
| 21 | 0.251 | 15.6 | 1476 |
| 22 | 0.245 | 15.8 | 1534 |
| 23 | 0.241 | 15.7 | 1430 |
| 24 | 0.231 | 15.9 | 1420 |
| 25 | 0.233 | 15.7 | 1257 |
| 26 | 0.233 | 14.7 | 109 |
| 27 | 0.237 | 15.8 | 280 |
| 28 | 0.215 | 15.4 | 1435 |
| 29 | 0.218 | 15.6 | 1520 |
| 30 | 0.214 | 16 | 1385 |
| 31 | 0.209 | 15.8 | 1461 |
| 32 | 0.207 | 15.5 | 1184 |
| 33 | 0.176 | 14 | 108 |
| 34 | 0.202 | 15.1 | 311 |
| 35 | 0.198 | 15.5 | 1431 |
| 36 | 0.198 | 15.7 | 1434 |
| 37 | 0.194 | 16 | 1358 |
| 38 | 0.194 | 16 | 1362 |
| 39 | 0.189 | 15.4 | 1195 |
| 40 | 0.179 | 15.5 | 105 |
| 41 | 0.193 | 15.5 | 309 |
| 42 | 0.185 | 15.9 | 1370 |
| 43 | 0.184 | 15.8 | 1247 |
| 44 | 0.176 | 16.6 | 851 |
| 45 | 0.177 | 15.7 | 812 |
| 46 | 0.174 | 15.5 | 782 |
| 47 | 0.164 | 15.8 | 91 |
| 48 | 0.185 | 16.2 | 245 |
| 49 | 0.17 | 15.5 | 858 |
| 50 | 0.172 | 15.8 | 790 |
| 51 | 0.169 | 16.1 | 460 |
| 52 | 0.168 | 15.6 | 520 |
| 53 | 0.163 | 15.7 | 464 |
| 54 | 0.145 | 16.1 | 103 |
| 55 | 0.174 | 16.4 | 170 |
| 56 | 0.157 | 15.7 | 522 |
| 57 | 0.16 | 15.9 | 540 |
| 58 | 0.159 | 16.6 | 435 |
| 59 | 0.165 | 16.9 | 389 |
| 60 | 0.168 | 15.8 | 376 |
the exact SQL behind every number
SELECT days_to_expiry AS dte,
round(quantileDeterministic(0.5)(toFloat64(abs(theta)), cityHash64(ticker)), 3) AS median_theta_usd,
round(quantileDeterministic(0.5)(toFloat64(implied_volatility) * 100, cityHash64(ticker)), 1) AS median_iv_pct,
count() AS contract_count
FROM global_markets.options_greeks
WHERE underlying_symbol = 'SPY'
AND date >= toDate('2026-01-02')
AND date <= toDate('2026-06-30')
AND iv_converged = 1
AND volume > 0
AND days_to_expiry BETWEEN 1 AND 60
AND abs(toFloat64(strike_price) / toFloat64(underlying_close) - 1) < 0.02
GROUP BY dte
HAVING count() >= 30
ORDER BY dte
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