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Glossary

Payout structure

The vector of prize amounts assigned to each finishing position in a tournament. The shape of this vector — top-heavy versus flat — dominates ROI variance more than skill at most stake levels.

The payout structure is the vector of prize amounts assigned to each finishing position in a tournament. A field of 1,000 with $100,000 prize pool might pay the top 150 (15% in-the-money), with first place taking 18%, second 13%, third 9%, and so on, decaying to a min-cash that’s slightly larger than buy-in.

Payout structure shape — quantified roughly as the ratio of first prize to min-cash — is the dominant driver of ROI variance after field size. Top-heavy structures (high-stakes events, satellites paying entries) skew player ROI distributions hard right: most outcomes are a small loss (rake + min-cash), but the rare deep run dominates the mean.

Two consequences:

  1. Bankroll requirements scale with payout shape, not just buy-in. A $50 satellite to a $10K main can have variance comparable to direct-buy $1K MTTs.
  2. Kelly-optimal sell rises with shape skew — the more top-heavy the structure, the more action you should sell to smooth the distribution.

In Mucho+MOTA, payout structures are pulled live from SharkScope, decomposed into bounty and finishing components where applicable, and fed directly to SALSA. See the rake-linear wiki.

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