Method

Built in the dark. Graded in public.

The desk is an NBA-only pricing operation. Everything below is the actual working method — including the rules that stop us from selling you our own mistakes.

The pipeline, plainly

Every night the desk builds an independent projection for every player market on the slate: minutes and role first (the master variable), then volume and efficiency separately, then matchup, pace and rest — simulated thousands of times into a full distribution, not a single number. The bookmaker's line is compared against that distribution at the end. It is a benchmark to beat, never an input to copy: a model that leans on the market can only ever follow it.

News changes rooms. When a player is ruled out, the desk reprices his teammates from with-and-without-him minutes patterns — measured, tested out-of-sample, and applied only when the signal actually fires. On a quiet night the honest move is no move.

The rules we can't break

No naked percentages every probability ships with its confidence interval. A number without its uncertainty is marketing, not analysis.

Too good = suspect claimed edges above sanity caps are treated as data errors and withheld (REVIEW), not sold as opportunities. The best-looking number on the board is the one most likely to be wrong.

No invented data a failed feed is reported as failed. Empty states are valid outputs. Nothing is backfilled to look complete.

The record is append-only daily picks are hash-committed before tip-off, no-pick days included, so history cannot be quietly rewritten. Misses stay published.

Small samples say so 22–11 is promising and not proof — the interval includes break-even and we print that sentence ourselves, before anyone asks.

On multis

Books love multis because stacking legs compounds their margin. Most "same game multi" prices pay far less than the legs are jointly worth — correlations are haircut crudely, and always in the house's favour. The desk prices multis with actual correlation maths and, most nights, the honest output is: this multi is worse than its legs. When a combination genuinely clears the bar, it says so — with the fair price next to the book's, so you can see the gap.

What we are, and aren't

Ritz Ariona is an analysis service. We publish probabilities, prices and a graded record. We are not a bookmaker, we take no bets, we hold no money, and we never place bets for anyone. Whether to bet, and how much, is yours — our job is to make sure that if you do, you're looking at an honest number first.

Not affiliated with or endorsed by the NBA or any team. All statistics from public sources. 18+.