Spend the Whole Bankroll, With Discipline.
A great night, the edges captured, the whole $2,500 deployed.
On auction night we will deploy the full $2,500 across the 2026 Member-Member Calcutta. A held reserve does not make money; it sits in a pocket.
We will spend that money in two tranches. A core (~55–60%) goes to the teams the room misprices, bought under hard walk-aways. A stretch (~40–45%) goes to upside swings and fun picks; the core is where the edge lives, the stretch is entertainment spend we expect to be mildly −EV.
The market prices the card; we price the player. We do not know who wins a flight. We know which floors are mispriced, and we buy those with discipline while a cap-anchored room overpays for ceilings.
Barely, and only on the core. Within-flight outcomes are near-random. The documented edge is buying mispriced floors (sandbaggers, players whose card understates them) below value. The optimistic model puts the core slate near +24%; a pessimistic-but-plausible stack lands at −18%. A thin edge wrapped in fat variance. We size and walk away accordingly.
A 25% held reserve doesn't make money; it sits in a pocket. So we deploy the whole $2,500: the core stays disciplined, and the stretch turns the leftover into action all night.
Individuals, not teams. Beating your billing doesn't stick to teams (year-over-year r = −0.23, they regress), but a short list of players outscores their card every year — Estes (+6.7 / +6.2), Keister (+4.9 / +8.3), Copeland (+4.1 / +4.2). A blind two-year residual test, an eyewitness sandbagger read, and the simulation point at the same names. We buy those players' teams below value, never at the $2,000 cap.
The biggest threat is an efficient market: if the room prices fairly, there is no floor to harvest. The half-buyback is the owner's option against us (he reclaims winners, leaves us the duds). Even assuming the model is right, the forward sim shows ~39% chance to lose money and ~20% chance to lose half the stake. The headline edge rests on ~2 sandbagger teams. The core has hard caps; the stretch is labeled as fun.
Remember the half-buyback math: effective cost is half the hammer and we own 50%, so $2,500 of effective spend buys roughly $5,000 of hammer capacity. We frame every allocation below in effective dollars.
| Lot | Team | Walk-away | Why it's core |
|---|---|---|---|
| #63 | Barbaree + Williford STEAL | $700–900 | Eyewitness sandbagger (Williford shot 73 in a 4-club event). Uncontested lane; private info. |
| #94 | Wright + Copeland BUY | ~$900 | Copeland won Flight 5 in 2025; beats his billing every year. No war premium. |
| #104 | Wood + Estes BUY | hard cap ~$1,100 | Biggest edge, only triple-confirmed team. The Sharp contests it; pay the max, do not chase past it. |
| #76 | Nodar + Heslep BUY | ~$600 | 2nd in flight 2025 (30.5); top model P(win). Contested by the Sharp; at/below max only. |
| #20 | Knapp + Keister IF CHEAP | only if cheap | Keister beats his billing both years. Comes early; buy at/below value, then go dark. |
| Lot | Team | Lane | Note |
|---|---|---|---|
| #85 | Vaniman + Hatz UPSIDE | swing | High match-play aptitude, largest non-capped +edge on the board. Contested. |
| #5 | Martin + Torres UPSIDE | swing | Large modeled edge, high aptitude. Early lot if the price is sane. |
| — | A cheap longshot in a rich flight POP | $200–400 | One or two lottery tickets where the pot is fat. Pure variance. |
| — | A home / fun pick ACTION | your call | The team you want to sweat all night. |
Avoid the ~18 cap-outs (16 of 18 are −EV at $2,000). Never chase to the round number. Fade cheap negative-aptitude teams; cheap is not value (Gallagher + Hansell: positive listed edge, clutch −7). Pace it: spend lighter early, push late, because four of five core targets land in the back third when the room is tapped out. The edge is thin; the walk-away is the controllable lever — worth ~13 ROI points.
The edge is thin. We do not know who wins a flight; we know which floors are mispriced. The core is the bet; the stretch is the fun. Final live numbers are on the board.