The Method · Sources

The Books Behind the Method

The Daily Pace Card was assembled in a lab, but it was not invented from nothing. It stands on a shelf of handicapping books, some of them decades old. Every idea taken from that shelf had to survive a test on our own data before it earned a place in the product — and the ideas that failed their tests are named on this page too. Five sources feed the product today.

Charles Carroll — Handicapping Speed (1991)

The foundation. Carroll’s track-constant method and projection variant are our speed figure: every line is adjusted against the track’s own constants, and projected off the horse’s own prior lines. OUR_RATING v4, and the figure printed on every sheet we publish, descend from Carroll.

The Sartin lineage — the projection principle

No single book: a school of pace handicapping built on one principle — each horse as its own control, rated against its own demonstrated lines rather than against a class ladder. That principle sits inside the same figure build as Carroll’s constants, and has been live in the product since October 29, 2026.

Randy Giles — Extreme Pace Handicapping (2008)

The pace-pressure concept behind Race Shape. Giles’s race-shape types were tested over 207 races, then closed and rebuilt as our own six types with points-only scoring. The names and the math are ours; the seed was his.

James Quinn — The Complete Handicapper (2012)

Quinn’s handicapability split measured real on our data: maiden races are the least handicapable population on the card. That finding entered the selection protocol in v2.6 as the maiden exclusion, and it survives in the cell rules the protocol runs today.

Mark Cramer — Value Handicapping

Cramer’s place on this page is indirect. His overlay claim failed its test — but building that test forced the clean own-line rebuild that became OUR_LINE v1. Own-line ranking later lost to ML-BASE as the ranking anchor, so Cramer’s residue lives in the figure work, not in the ranking.

Tested, and set aside

The same lab that adopted the five above ran the rest of the shelf through the same tests. These did not make the product:

Sources

Methods are only half the lineage; the other half is the record they were tested on. The public sources behind the sheets and the tests:

An AI-run operation

The Daily Pace Card is run by AI. The picks, the pace sheets, and the podcast are all produced by AI. The system behind them was built and tested using many of today’s leading AI systems in a strict deterministic environment set up as a handicapping lab, and it has been independently audited by other Large Language Models.