Competitor & Game-Theory Strategy · Internal · 10 June 2026

2026 Member-Member Calcutta — How to Exploit the Room

Beating the bidders, not the golf. A behavioral map of four named rivals and a semi-unbudgeted, drunk, $2,000-cap-anchored auction — turned into where we bid, where we fold, and where we pounce.

Hard cap-out magnets — race to $2,000, AVOID

Low-competition teams — our clean water

The Sharp

The one rival on our biggest edge (Wood + Estes)

$286

Edge on Wood + Estes — our prize & most contested lot

Executive summary

We are not trying to predict golf — outcomes are near-random. Our edge is buying the same teams for less than a drunk, overconfident, cap-anchored room will pay. This report turns the four rival archetypes into a map of where the money goes so we can stand in the empty water.

Three forces define the room: it is cap-anchored (~14–18 hyped low-handicap "name" teams race to the $2,000 round-number cap — structurally overpriced; we never chase one); it is semi-unbudgeted & drunk (no FOMO discipline → overpays early, cheap steals late); and it has predictable chasers (the Overconfident Veteran and the Loyalist inflate avoidable lanes; the Sharp is the only one fishing our pond — and he is on our single biggest edge, Wood + Estes).

The play: let the Overconfident Veteran / the Loyalist / the Wild Card overpay to the cap on marquee and high-handicap lots; concede the public wars; and pounce on quiet mid-tier teams late that no archetype's profile fits. On the buy card, Knapp + Keister (early, #20) and Barbaree + Williford (#63) are clean; Wood + Estes is our prize but contested by the Sharp — win it on discipline, not a war.

Honesty: this is a behavioral read, not a fitted model. Chaser tags are heuristics from the intel memo, and a drunk room is high-variance by definition. Every "likely chaser" is a prior to update live in the room, not a fact.

1. Per-rival profiles

Rival	Tendency	What they chase	How we play them
The Overconfident Veteran	Knows everyone; overconfident → overpays. We have inside read via Jason.	Marquee, low-handicap names — scratch / single-digit teams in Flights 1–3. Drives up guys he likes.	Let him win the names to $2k. Never be the underbidder that "saves" him money. Use Jason to learn which names he's hot on this year; let him burn cash early.
The Loyalist	Bids older players / higher handicaps he trusts → inflates high-handicap teams.	High-team-handicap lots (≈19+), trusted veteran high-cappers. Ignores young low studs.	Concede the high-handicap flights. The 10-stroke cap lowers high-capper value, so his inflation hits the worst lots. Value lives in the young/low teams he won't touch.
The Sharp	Sharp day-trader — the dangerous one. Hunts value / sandbaggers, same as us.	Our pond: sandbaggers, positive-edge, hidden upside. Flagged on Wood+Estes, Wright+Copeland, Nodar+Heslep.	Don't tip our hand. Don't be visibly eager on shared lots. On Wood+Estes pay to our max but no war premium; have a backup. Move with quiet confidence where we don't overlap.
The Wild Card	Smart wild card → unpredictable, can spike any price.	No fixed lane; weighted to visible / hyped lots (piles onto cap-out fever).	Don't anchor to him. Set our max before the lot; hold it. If he spikes a clean target past our number, let it go — another lot is minutes away.

Chaser footprint across 120 lots: the Loyalist 59 (thin, high-hcp) · the Overconfident Veteran 47 (marquee/early) · the Sharp 44 (value) · the Wild Card 20 (hyped). The Overconfident Veteran and the Loyalist cover the loud, expensive parts of the board — which is exactly why the quiet middle and the late lots are open.

2. Team competition map (team_competition.csv)

All 120 teams scored with per-rival affinity (0–3), expected competition, likely chasers, and a cap-out flag. Distribution:

High competition

Medium competition

Low competition (our lanes)

Cap-out magnets ($2k)

The 14 cap-out magnets — AVOID

All single-/low-double-digit "name" teams, all Flights 1–3, all top-of-field price. This is where the Overconfident Veteran + the Wild Card burn cash to $2,000. Do not be the underbidder.

Lot	Flt	Team	Team hcp	Est $	Magnet for
12	1	McHale + Bagley	5.2	1700	Overconfident Veteran, Wild Card
79	1	Perry + Dye	1.0	1700	Overconfident Veteran, Wild Card
82	1	Beatty + Guiendon	0.1	1700	Overconfident Veteran, Wild Card
4	1	Pilger + Bhatia	5.1	1600	Overconfident Veteran, Wild Card
30	1	Vola + Kerns	5.0	1500	Overconfident Veteran, Sharp
111	1	Terranova + Davis	4.2	1500	Overconfident Veteran, Wild Card
33	2	Hatcher + Berry	8.4	1400	Overconfident Veteran, Sharp
51	2	Fann + Hartz	7.9	1300	Overconfident Veteran, Wild Card
66	2	Downey + Shearer	8.0	1300	Overconfident Veteran, Sharp
5	3	Martin + Torres	9.6	1200	Overconfident Veteran, Sharp
42	3	Brown + Watson	9.1	1200	Overconfident Veteran, Sharp
46	2	Aller + Walker	7.7	1200	Overconfident Veteran, Wild Card
53	2	Hurst + Jordan	7.7	1200	Overconfident Veteran, Wild Card
100	3	Patterson + Shirley	10.3	1200	Overconfident Veteran, Wild Card

Buy-card competition assessment

Lot	Team	Flt	Comp	Likely chasers	Cap?	Est	Fair	Edge	Read
20	Knapp + Keister	6	Low	Overconfident Veteran (weak)	no	800	696	−104	Clean. Jason-flagged value; no profile fits. Comes early (#20) — buy before cash commits elsewhere; don't overpay just because it's early.
63	Barbaree + Williford	8	Low	Sharp (weak)	no	900	620	−280	Cleanest lane on the card. Williford = human-intel sandbagger (watched shoot 73). The Sharp scores only 1. Pure private-info edge — value is hidden, not in the listed number.
76	Nodar + Heslep	8	High	Overconfident Veteran, Sharp	no	700	814	+114	Contested — positive listed edge draws sharp money. Win only at/below max ($800); have flight-8 alternates ready.
94	Wright + Copeland	5	High	Overconfident Veteran, Sharp	no	900	945	+45	Copeland = result-confirmed Flight-5 winner (2025); both room and sharp can see it. Late lot (#94) helps. No war premium.
104	Wood + Estes	9	Med	Sharp	no	700	986	+286	Our biggest edge — and the Sharp is on it (3/3). THE contested lot. Late (#104/120) helps if rivals tap out, but the Sharp is sober. Pay max $1,000 without flinching; do not exceed. Have a fallback.

Is the Sharp on Wood + Estes? Yes — strongest possible read (3/3). It is our top edge and our top contested lot.

Does the Loyalist inflate any of our targets? No. He scores 0–1 on every buy-card team; his inflation lands entirely on lots we're avoiding. Good news.

3. Exploitation playbook

A. Clean lanes (no profile fits → cheap)

30 Low-competition teams; 17 with edge ≥ −$100. Mid-handicap, no-name teams: too high-cap for the Overconfident Veteran, too low-cap for the Loyalist, not flagged enough for the Sharp. Representative open water:

Lot	Team	Flt	Est $	Fair $	Edge $	Nominal chaser
21	Collins + Minter	12	500	546	+46	Loyalist (weak)
37	Thomas + Stricklin	7	700	723	+23	Overconfident Veteran (weak)
24	Driggars + Richards	7	800	808	+8	Overconfident Veteran (weak)
48	Bull + Singer	8	700	673	−27	Overconfident Veteran (weak)
59	Shirley + Aronson	10	700	663	−37	Loyalist (weak)
73	Marjoram + Peters	7	900	863	−37	Overconfident Veteran (weak)
75	Robinson + McCormack	11	600	560	−40	Loyalist (weak)

Plus the buy-card pair Knapp + Keister and Barbaree + Williford, both Low.

B. Where to avoid wars

All 14 cap-out magnets (table above) — the Overconfident Veteran + the Wild Card pay $2k; we can't profit there.
High-handicap flights (≈19+) where the Loyalist is strong — and the 10-stroke cap makes high-cappers worth less, so his inflated lane is doubly bad. Concede it.
Wood + Estes past our $1,000 max — the Sharp is sharp and sober; let the +$286 go rather than turn it into a −EV war.

C. Using the KNOWN order to pace budget

Early board (1–60) is cap-out heavy and cash-rich (magnets at 4, 5, 12, 30, 33, 42, 46, 51, 53). Let the room spend itself. Our only early must-buy is Knapp + Keister (#20) — acquire, then go quiet.
Late board (85–120) is the drunk-and-tapped-out discount. Three of five targets land here: Nodar+Heslep (#76), Wright+Copeland (#94), Wood+Estes (#104), plus late low-comp value (Cherof+Brocard #87, Christian+Springer #118). Hold dry powder for the back third.
Budget shape: spend < ~30% of bankroll before lot 60. Reserve the majority for #63 → #104, where our edge and the room's fatigue coincide.

D. How the room's psychology sharpens our discipline

Cap anchor = a do-not-cross line. The $2k magnet pulls everyone up; our rule is the inverse — the closer a lot drifts to $2k, the more certain we fold. Round numbers are their bias, not ours.
Semi-unbudgeted = our patience is the edge. They have no FOMO governor; we do. Pre-commit a max per lot, in writing, before it opens; never raise it live.
Pounce on quiet mid-tier teams late. When attention and cash are spent, a $500–$900 mid-tier lot with no natural chaser goes off cheap — our highest-EV behavior of the night.

4. Tie to the buy card

Target	Lot	Timing	Comp	Action
Knapp + Keister	20	Early	Low	Acquire early, at/below max ($700). Then conserve.
Barbaree + Williford	63	Mid	Low	Cleanest edge — buy. Pure private-info (Williford). The Sharp unlikely to contest hard.
Nodar + Heslep	76	Late	High	Buy at/below max ($800). Positive edge attracts sharps; have flight-8 backups.
Wright + Copeland	94	Late	High	Buy at/below max ($900). Result-confirmed sandbagger; no war premium.
Wood + Estes	104	Late	Med	Our prize. Pay max $1,000 without flinching; do not exceed. The Sharp is the threat — discipline beats him, a war doesn't.

Pacing logic: Knapp early, then a long quiet stretch, then a concentrated late push (#63–#104) where four of five targets and the room's fatigue line up. Keep > ~70% of bankroll for the back two-thirds.

Assumptions & uncertainty

Behavioral, not fitted. Chaser tags are heuristics from the intel memo applied to handicaps, prices, and flags — update them live.
Cap-out set is a floor, not a ceiling. We flag 14 unambiguous magnets; a drunk room can spike more. When in doubt near $2k, fold.
Loyalist proxy. "Older players he trusts" is approximated by high team handicap + a high-side individual; we lack ages, so a low-hcp team with a trusted veteran may surprise us.
The Sharp is sober and sharp. We assume he does not overpay and does find the same value — so on shared lots, a pre-set max is the only safe weapon.
Est prices are model expected clears (est_price); actual clears vary widely both ways. Maxes come from recommended_max_bid, not est.
Jason's inside read on the Overconfident Veteran's specific hot names this year is the highest-value live update — refresh it the day of the auction.
Near-random outcomes still hold. Beating the room on price is necessary but not, alone, a profit guarantee; it is the lever we control.

Sources: data/raw/auction_intel.md, data/raw/auction_order_2026.csv, valuation/bid_sheet_enriched.csv. Analysis & classifier: analysis/competitor_strategy/build_competition.py → team_competition.csv. Internal use — 2026 Member-Member Calcutta.