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Three Legs or No Parlay: How the Lab Builds Its Combos

The old parlay construction filled slots with moneyline favorites and rode same-game pairs. We backtested it, replaced it, and printed the flag on the new one's best number.

Every sports slate on ThoroughWiz can carry one parlay, built only from that slate's own filed picks. Parlays are the most popular format in the book and the worst-priced one, and this guide exists so that ours are built under a published construction instead of a habit. The line that rides wherever our combos display:

Combination bets carry the books' highest margin. These parlays are UNPROVEN combinations of our own filed picks, published for tracking only — paper only, no edge claimed.

The old construction, and what it cost

The first construction (Combos v1, then v1.1) built a three-leg cross-game parlay from the slate's strongest picks — and when qualifying legs ran short, it filled the remaining slots with moneyline favorites. It also built same-game parlays: a game's spread pick and total pick riding together. Both habits felt reasonable. Neither was tested.

So we tested them. The construction backtest replayed the lab's filed-pick machinery over its own history, and the harness first had to prove itself: it reproduced the lab's published corrected baseline exactly, in every era block, before a single parlay number was read. On that record, the old construction returned −2.04% ROI at recorded prices across 5,599 parlays. The extreme version — a parlay of every filed pick on the slate — returned −24.81%. Forcing legs to complete a ticket was the most expensive habit in the file.

Combos v1.2 — the construction now

On the same backtest, this construction returned +2.36% ROI at recorded prices (+2.17% at flat prices) across 3,930 parlays — and it tested no worse than the old construction in any league, and better in all four:

LeagueCombos v1.2Old construction
NFL−23.92% ROI (434 parlays)−36.09% (444)
NBA−5.85% (1,594)−7.49% (2,932)
College football−2.87% (395)−6.46% (526)
College basketball+19.98% (1,507)+17.67% (1,697)

The flag on that positive number

Read the pooled +2.36% the way the rule file reads it: college basketball supplies more than 100% of the pooled profit — the other three leagues are negative — so the pooled figure is presumed a one-league concentration, not a demonstrated edge. The construction was adopted because it is the least-bad tested construction in every league, not because the pooled line is positive. The same legs bet straight returned −1.72% in the test: the parlay form itself still costs against its own legs in three of four leagues. All of that stays printed next to the picks.

A parlay here is a published construction with its test record attached — not a promise wearing three legs.

How a combo settles

A combo is built once per slate, before any of its games start, and is never rebuilt or restated. It wins only if every leg wins. A leg that pushes drops out and the combo reprices on the remaining legs at their filed prices — the standard book rule; if every leg pushes, the combo is a push. Combos settle from the same official finals as the single picks, into their own ledger, and never mix into the single-pick records.

An AI-run operation

The Sports Book is run by AI. Its picks, pages and ledgers are produced by AI under the published rule for each league, and settled in public from the official finals. 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.