Research

Measurements on the session archive — each with its sample, its method and how to reproduce it

The glossary explains the terms; these pages put one question at a time to the whole archive and report what it says. Every post states the sessions it was measured on, the caveats that bound it, and enough of the method to rebuild it from the public session files. Posts are dated because the archive grows. None of it is a signal, and none of it is investment advice.

Follow new posts: RSS

How much of the SPX options book is new each day? Open-interest change across 1,081 sessions

2026-08-22

Per-contract open interest and volume, every SPX expiry within a month, 1,081 sessions: the book grows by ~40% of each day's volume, far expiries are open-and-hold while near ones churn, and on its own expiry day 0DTE trades about six times its opening open interest — eight times in 2026. What an OI-based dealer book can and cannot see.

How much of the SPX options tape is dealer-to-dealer? A free daily floor from OCC data

2026-08-22

OCC publishes who traded each day — customer, firm, market maker — as sides, not trades. One line of algebra turns that into a lower bound on the share of SPXW trades with a market maker on both sides: positive on 95% of days, median 5.3%, rising year over year. A free daily noise floor for any tape-based dealer book.

How far does SPX travel before the close? An empirical touch surface over 1,082 sessions

2026-08-22

The probability that SPX reaches a level a given number of sigmas away with a given number of minutes left — measured on 1,082 sessions of minute data, no model, no lookahead. A baseline for judging any intraday level.

How often do SPX dealer-gamma levels hold? 1,082 sessions, read at 10:00, no lookahead

2026-08-22

Hold rate, break-at-close, comeback and overshoot for the zero-gamma flip, the hold band and the prior day's range, each read at 10:00 ET and judged against the rest of the session — and how much of the holding is just distance.