MASSIVE UPGRADES!
Massive Upgrades!
Hello Capper's,
We have several exciting announcements and major upgrades to share!
Exact 5 / Super High 5 Exotic Example
🐎 New Pool: "SuperCapper"
We're introducing the SuperCapper Pool! This pool gathers its money to bet on exotics (vertical picks).
What are exotic bets? In horse racing, most people bet on just one horse to win, place (finish first or second), or show (finish first, second, or third). An exotic bet is like betting on a sequence or combination of horses in a single race or across multiple races. Think of it as predicting which horses will finish first and second in the exact order, or which horses will finish first, second, and third. It's harder to get right, but the payout is usually much bigger!
🎥 New Experience: Race Replays
To help everyone see exactly what happens on the track, we are adding a new feature:
For each race, I'll share the race replay in the chat after the results are in.
There will be about a 5-10 minute delay between the actual results and the video being shared.
This gives everyone the chance to see the action and review what transpired.
🤖 Upgraded: HorseCapper AI’s Claude Model
We've implemented four key improvements to increase efficiency and reduce risk:
✓ We now match analysis depth to race stakes.
✓ Before betting, we attack our own assumptions with a pre-mortem audit.
✓ We've identified and now automatically eliminate 6 betting patterns that are mathematically proven to lose money across 500+ races.
✓ Lessons learned at one track now transfer to others through pattern abstraction.
Bottom line: The system now spends less time making better decisions, avoids proven mistakes, learns faster, and continuously self-improves through measurement.
Modifications to the Claude Model Include:
✓ Strategic Altitude Framework ✓ Pre-Mortem Kill Criteria Protocol ✓ Formal Verification Rules (binary protocols)
✓ Modifications to Existing Phase 3 (ABCX Tier Assignment) ✓ Simple Solution Audit ✓ Cross-Track Pattern Library
✓ Systematic Feedback Loops ✓ Modifications to Existing "Core Principles" Section ✓ Bespoke Framework Triggers
✓ Correct Fade Celebration Protocol
💻 Upgraded: HorseCapper AI’s ChatGPT Model
The ChatGPT model now features automation and strict controls for faster, more consistent execution with stronger downside protection.
Automation: Adapts instantly to late changes (Post-scratch automation).
Consistency: Uses standardized decision thresholds that must be met before capital is deployed.
Security: New strategies enter through a formal verification pipeline and a segregated “experimental” budget (Formal Angle Lifecycle and Moonshot Sandbox with Kill-Gates).
Protection: Maintains real-time contingency structures to protect against adverse scenario shifts (ContraCapper mirrors and Calibration Loop).
Net result: Faster, more consistent execution with stronger downside protection, higher confidence in expected returns, and a transparent audit trail.
Modifications to the ChatGPT Model Include:
✓ Decision–Precision Ladder ✓ Explicit Threshold Block ✓ Edge Budget gate ✓ 1-Line Race Story + 3-Layer Context Pack
✓ Formal Angle Lifecycle ✓ Proof-of-ROI obligations ✓ Counterexample Miner and Spec-Linter before promotion
✓ Proof-of-ROI certificate + Integration Trace ✓ ContraCapper mirrors ✓ Post-scratch automation ✓ Audit Gates
✓ Moonshot Sandbox with Kill-Gates ✓ Calibration Loop ✓ Ticket architecture clarifications ✓ Bankroll Presets
✓ Small-Field & Surface Switch playbook ✓ Output spec and Guardrails/Risk ✓ Post-Scratch Hooks ✓ Value Toggle System
PNL&CO. POOL - FINAL MESSAGE | PNL&CO. POOL - MENSAJE FINAL
PNL&CO. POOL - FINAL MESSAGE | PNL&CO. POOL - MENSAJE FINAL
Dear PNL&Co. Pool Family,
Today didn't go our way at Gulfstream Park. We gave it everything we had - we were just one horse away from splitting over $13,000.
Your Journey:
While with us, your pool had a shot at winning over $500,000. Those are the kinds of opportunities we chase - the life-changing wins. During your time with us, we won together once, and you got to experience what it feels like when everything comes together perfectly.
Today's Races 6-10:
One horse. That's how close we came. We analyzed every detail, ran all our systems, and picked the horses we believed in. Sometimes it works, sometimes it doesn't.
Thank You:
Thank you for trusting HorseCapper AI with your money and your dreams. We gave you our absolute best every single race - our systems, our experience, our knowledge. You believed in us, and we're grateful for every one of you.
The Reality:
Sometimes we win big. Sometimes we barely lose. Today, we barely lost. But we always played for huge opportunities and gave it our best shot.
From the bottom of our hearts - thank you, PNL&Co. Pool. It was an honor.
With gratitude and respect,
HorseCapper AI Team
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Pool Final Status: $0.00
Races Played Together: Multiple events
Wins During Your Participation: 1
Today's Result: One horse away from $13,000+
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Querida Familia del Pool PNL&Co.,
Hoy no salió como esperábamos en Gulfstream Park. Dimos todo lo que teníamos - estuvimos a solo un caballo de dividir más de $13,000.
Su Viaje:
Mientras estuvieron con nosotros, su pool tenía la oportunidad de ganar más de $500,000. Esos son los tipos de oportunidades que perseguimos - las victorias que cambian vidas. Durante su tiempo con nosotros, ganamos juntos una vez, y experimentaron lo que se siente cuando todo sale perfectamente.
Hoy, Carreras 6 a 10.
Un caballo. Así de cerca estuvimos. Analizamos cada detalle, ejecutamos todos nuestros sistemas, y elegimos los caballos en los que creíamos. A veces funciona, a veces no.
Gracias:
Gracias por confiar en HorseCapper AI con su dinero y sus sueños. Les dimos lo mejor de nosotros en cada carrera - nuestros sistemas, nuestra experiencia, nuestro conocimiento. Creyeron en nosotros, y estamos agradecidos por cada uno de ustedes.
La Realidad:
A veces ganamos grande. A veces perdemos por poco. Hoy, perdimos por poco. Pero siempre jugamos por oportunidades enormes y dimos nuestro mejor esfuerzo.
Desde el fondo de nuestros corazones - gracias, Pool PNL&Co. Fue un honor.
Con gratitud y respeto,
Equipo HorseCapper AI
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Estado Final del Pool: $0.00
Carreras Jugadas Juntos: Múltiples eventos
Victorias Durante Su Participación: 1
Resultado de Hoy: A un caballo de $13,000+
YOUR UPDATED DASHBOARDS ARE READY | ¡SUS TABLEROS ACTUALIZADOS ESTÁN LISTOS!
YOUR UPDATED DASHBOARDS ARE READY | ¡SUS TABLEROS ACTUALIZADOS ESTÁN LISTOS!
🏇 Good morning, Cappers!
Your financial dashboards have been updated with the latest numbers after this week's races:
Check Your Pool:
🌴 THIS WEEKEND: GOING FOR $2 MILLION! 🌴
Saturday, November 29 - Gulfstream Park Rainbow 6 - The Big Opportunity: Over $2 MILLION must be won on Saturday! It's a mandatory payout, so all the money gets paid out no matter what.
Why We Love This Shot:
✅ We've won Pick 6 bets at Gulfstream before - we know this track!
✅ Rain and thunderstorms expected - weather chaos helps our computer system beat other bettors
✅ Big championship races = more action and bigger prizes
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🏇 ¡Buenos días, Cappers! Sus tableros financieros han sido actualizados con los últimos números después de las carreras de esta semana:
🌴 ESTE FIN DE SEMANA: ¡VAMOS POR $2 MILLONES! 🌴
Sábado, 29 de noviembre - Gulfstream Park Rainbow 6 - La Gran Oportunidad: ¡Más de $2 MILLONES deben ganarse el sábado! Es un pago obligatorio, así que todo el dinero se paga sin importar qué.
Por Qué Nos Encanta Esta Jugada:
✅ Hemos ganado apuestas Pick 6 en Gulfstream antes - ¡conocemos esta pista!
✅ Se esperan lluvias y tormentas - el caos del clima ayuda a nuestro sistema de computadora a ganar a otros apostadores
✅ Grandes carreras de campeonato = más acción y premios más grandes
READ ME🚨 / LÉEME🚨
READ ME🚨 / LÉEME🚨
Hi Cappers,
Thank you for playing the other day! We had a chance to win $350,901 on the Pick 6, and guess what? Nobody won that day—not a single winner. That means we could have split the entire $350K if we won 👀. The Pick 5 was also huge and paid $38,584.
This is why we took a shot at the Pick 6 opportunity! There was big money on the line, even though it wasn't a mandatory payout day. When we play, we are always playing to win big. We just need to keep trying and win on the right day.
Next time, I plan to match VIP with the PNL&Co. pool to help reduce all of our risk since we've missed a few times now. This should give us some extra “race insurance” for everyone.
The financial links are listed below.
Thanks again for being part of the team!
Hola Cappers,
¡Gracias por jugar el otro día! Tuvimos la oportunidad de ganar $350,901 en el Pick 6, ¿y adivinen qué? Nadie ganó ese día — ni un solo ganador. Eso significa que podríamos haber dividido los $350K completos si hubiéramos acertado 👀. El Pick 5 también estuvo enorme y pagó $38,584.
Por eso aprovechamos la oportunidad del Pick 6. ¡Había mucho dinero en juego, aunque no fuera día de pago obligatorio! Cuando jugamos, siempre lo hacemos para ganar en grande. Solo tenemos que seguir intentando y acertar el día correcto.
La próxima vez, planeo unir el grupo VIP con el fondo de PNL&Co. para ayudarnos a reducir el riesgo, ya que hemos fallado algunas veces últimamente. Esto debería darnos un poco de “seguro de carrera” extra para todos.
Los enlaces financieros están listados abajo.
¡Gracias nuevamente por ser parte del equipo!
Last Night at Woodbine!
Please Read your pool updates | Por favor lean las actualizaciones de su pool
Good morning, Cappers!
📊 READ YOUR POOL UPDATES:
• PNL&Co. Pool: https://www.thehandicappersclub.com/pnlco-pool-nov-21
• Pool Club: https://www.thehandicappersclub.com/pool-club-nov-21
• VIP Pool: https://www.thehandicappersclub.com/vip-1-nov-21
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🏇 WHAT HAPPENED LAST NIGHT AT WOODBINE?
We took a shot at a big race in Canada. Here's the good news and bad news:
✅ GOOD NEWS: Our computer picked ALL the winning horses correctly!
❌ BAD NEWS: We didn't have all those winners on the same ticket, so we lost.
Think of it like this: Imagine you need to answer 5 quiz questions right to win a prize. You knew all 5 correct answers, but you wrote them on different pieces of paper instead of putting them all on one paper. That's what happened!
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💡 WHY DIDN'T WE PLAY ALL OUR PICKS TOGETHER?
To play every combination I liked would have cost $760 per person. Even if we won, we'd only get back less than $200. That means losing $560+ even when we "win!"
So we picked the best combinations instead - that's smart betting!
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🎯 HOW CLOSE WERE WE?
We had two types of tickets:
MAIN TICKET (see image 1):
• This was our best guess at what would happen
• We got 4 out of 5 races RIGHT!
• Just one race away from winning
CHAOS TICKET (see image 2):
• This is our "what if something crazy happens" backup plan
• We got 3 out of 5 races RIGHT!
• When I say "chaos" or "disaster" in chat, this is what I mean
What's the difference?
• MAIN TICKET = Picks the horses most likely to win (our best prediction)
• CHAOS TICKET = Picks for when surprise horses win (our backup plan)
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💰 WHAT IT COST YOUR POOL:
PNL&Co. Pool:
• Started with: $1,186.29
• After last night: $931.29 (lost $255)
• GOOD NEWS: Still up $131.29 overall from the beginning!
Pool Club:
• Started with: $216.48
• After last night: $141.48 (lost $75)
VIP Pool:
• Started with: $5,308.96
• After last night: $4,976.96 (lost $332)
• AMAZING NEWS: Even after this loss, VIP Pool is still up 182.8%!
• That means every $1 you put in is now worth $2.83! 🎉
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📅 WHAT'S COMING UP?
No big "must-pay" races right now. We're watching these tracks:
• Del Mar (California) - Big closing day November 30
• Parx Racing - November 24
• Churchill Downs - Through November 30
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🏇 TODAY - OPTIONAL AQUEDUCT PLAY
While we wait for the big opportunities above, I'm going to bet the Pick 5 at Aqueduct today (the same track where we won big before!).
RACE DETAILS:
• Races: 5 through 9 (5 races total)
• Start time: 2:10 PM
• We'll know results by: 4:20 PM
📱 WANT IN?
If you want your current cash position added to an Aqueduct pool for today, send me a text message with #1
This is totally optional - no pressure! We're still waiting for the bigger opportunities listed above. 🏇
¡Buenos días, Cappers!
📊 LEAN LAS ACTUALIZACIONES DE SU POOL:
• PNL&Co. Pool: https://www.thehandicappersclub.com/pnlco-pool-nov-21
• Pool Club: https://www.thehandicappersclub.com/pool-club-nov-21
• VIP Pool: https://www.thehandicappersclub.com/vip-1-nov-21
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🏇 ¿QUÉ PASÓ ANOCHE EN WOODBINE?
Intentamos ganar una carrera grande en Canadá. Aquí están las buenas y malas noticias:
✅ BUENAS NOTICIAS: ¡Nuestra computadora eligió TODOS los caballos ganadores correctamente!
❌ MALAS NOTICIAS: No teníamos todos esos ganadores en el mismo boleto, así que perdimos.
Piénsenlo así: Imaginen que necesitan responder 5 preguntas de un examen correctamente para ganar un premio. Ustedes sabían las 5 respuestas correctas, pero las escribieron en diferentes papeles en vez de ponerlas todas en un solo papel. ¡Eso es lo que pasó!
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💡 ¿POR QUÉ NO JUGAMOS TODAS NUESTRAS SELECCIONES JUNTAS?
Jugar cada combinación que me gustaba habría costado $760 por persona. Incluso si ganábamos, solo recibiríamos menos de $200. ¡Eso significa perder $560+ incluso cuando "ganamos!"
Así que elegimos las mejores combinaciones en su lugar - ¡eso es apostar inteligentemente!
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🎯 ¿QUÉ TAN CERCA ESTUVIMOS?
Teníamos dos tipos de boletos:
BOLETO PRINCIPAL (ver imagen 1):
• Esta fue nuestra mejor predicción de lo que pasaría
• ¡Acertamos 4 de 5 carreras!
• Solo una carrera nos faltó para ganar
BOLETO CAOS (ver imagen 2):
• Este es nuestro plan de respaldo "qué pasa si algo loco ocurre"
• ¡Acertamos 3 de 5 carreras!
• Cuando digo "caos" o "desastre" en el chat, esto es lo que significa
¿Cuál es la diferencia?
• BOLETO PRINCIPAL = Elige los caballos con más probabilidad de ganar (nuestra mejor predicción)
• BOLETO CAOS = Elige para cuando caballos sorpresa ganan (nuestro plan de respaldo)
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💰 LO QUE LE COSTÓ A SU POOL:
PNL&Co. Pool:
• Empezamos con: $1,186.29
• Después de anoche: $931.29 (perdimos $255)
• ¡BUENAS NOTICIAS: Todavía estamos arriba $131.29 en total desde el principio!
Pool Club:
• Empezamos con: $216.48
• Después de anoche: $141.48 (perdimos $75)
VIP Pool:
• Empezamos con: $5,308.96
• Después de anoche: $4,976.96 (perdimos $332)
• ¡NOTICIAS INCREÍBLES: Incluso después de esta pérdida, el VIP Pool todavía está arriba 182.8%!
• ¡Eso significa que cada $1 que pusieron ahora vale $2.83! 🎉
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📅 ¿QUÉ VIENE?
No hay carreras grandes de "pago obligatorio" ahora mismo. Estamos vigilando estas pistas:
• Del Mar (California) - Día de cierre grande el 30 de noviembre
• Parx Racing - 24 de noviembre
• Churchill Downs - Hasta el 30 de noviembre
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🏇 HOY - JUEGO OPCIONAL EN AQUEDUCT
Mientras esperamos las grandes oportunidades de arriba, voy a apostar el Pick 5 en Aqueduct hoy (¡la misma pista donde ganamos grande antes!).
DETALLES DE LA CARRERA:
• Carreras: 5 hasta 9 (5 carreras en total)
• Hora de inicio: 2:10 PM
• Sabremos los resultados a las: 4:20 PM
📱 ¿QUIEREN PARTICIPAR?
Si quieren que su posición de dinero actual se agregue a un pool de Aqueduct para hoy, envíenme un mensaje de texto con #1
¡Esto es totalmente opcional - sin presión! Todavía estamos esperando las oportunidades más grandes listadas arriba. 🏇
Woodbine Pick 5 – Tonight’s Plan for All Cappers | Pick 5 en Woodbine – Plan de Esta Noche para Todos los Cappers
Woodbine Pick 5 – Tonight’s Plan for All Cappers | Pick 5 en Woodbine – Plan de Esta Noche para Todos los Cappers
Hello Cappers!
Great news! Leona and I won the Pick 5 yesterday at Parx! 🏇🎉
Tonight, we all run again! We’re going to try to hit another Pick 5, this time at Woodbine Racetrack in Canada. The races start at 6:00 PM Eastern Time.
Our goal tonight: pick the winners of five races in a row (Races 2, 3, 4, 5, and 6). We should know if we won by 8:15 PM at the latest.
Important: This time, each pool will be its own separate pool. That means there will be 3 pools, each with their own bets and odds of winning:
• PNL&Co. ($1,000+)
https://www.thehandicappersclub.com/pnlco-pool-nov-16
• VIP 1 ($5,000+)
https://www.thehandicappersclub.com/vip-1-nov-19
• Pool Club ($200+)
https://www.thehandicappersclub.com/pool-club-nov-17
How do 3 pools help you? The amount you could lose is bigger, but the amount you could win is also much bigger.
Simple example:
If we win $10,000, the racetrack takes about 15% before we are paid.
If we win $10,000, the government takes about 30% for taxes.
So, $10,000 − $3,000 (taxes) = $7,000.
That $7,000 is the money the pool gets to split.
HorseCapper AI has the option to add money to the PNL&Co. and Pool Club to help protect against losses and/or to cover mandatory bets when or as needed. This means, for a small group like the Pool Club, HorseCapper AI could be as much as a 50% stake. For those who won with us on November 15th, I used the VIP 1 group to help protect against losing money by 50%, just like this.
Go Cappers!
¡Hola, Cappers!
¡Buenas noticias! ¡Leona y yo ganamos el Pick 5 ayer en Parx! 🏇🎉
Esta noche todos jugamos otra vez. Vamos a intentar ganar otro Pick 5, esta vez en el hipódromo Woodbine en Canadá. Las carreras empiezan a las 6:00 PM, hora del Este.
Nuestro objetivo esta noche: escoger a los ganadores de cinco carreras seguidas (Carreras 2, 3, 4, 5 y 6). Deberíamos saber si ganamos a más tardar a las 8:15 PM.
Importante: Esta vez, cada fondo será totalmente separado. Eso quiere decir que habrá 3 fondos, cada uno con sus propias apuestas y sus propias chances de ganar:
• PNL&Co. ($1,000+)
https://www.thehandicappersclub.com/pnlco-pool-nov-16
• VIP 1 ($5,000+)
https://www.thehandicappersclub.com/vip-1-nov-19
• Pool Club ($200+)
https://www.thehandicappersclub.com/pool-club-nov-17
¿Cómo te ayudan 3 fondos? Puedes perder más, pero también puedes ganar mucho más.
Ejemplo simple:
Si ganamos $10,000, el hipódromo se queda con cerca del 15% antes de pagarnos.
Si ganamos $10,000, el gobierno se queda con cerca del 30% en impuestos.
Entonces, $10,000 − $3,000 (impuestos) = $7,000.
Esos $7,000 son el dinero que el fondo ganador se reparte.
HorseCapper AI has the option to add money to the PNL&Co. and Pool Club to help protect against losses and/or to cover mandatory bets when or as needed. Esto significa que, para un grupo pequeño como Pool Club, HorseCapper AI could llegar a ser hasta el 50% del fondo. Para los que ganaron con nosotros el 15 de noviembre, usé el grupo VIP 1 para ayudar a protegernos contra pérdidas en un 50%, igual que en este ejemplo.
¡Vamos, Cappers!
Cappers Daily Update: Close Call & Pool Breakdowns! | "Actualización Diaria de Cappers: ¡Por Poco y Detalle de los Pools!"
Cappers Daily Update: Close Call & Pool Breakdowns!
Actualización Diaria de Cappers: ¡Por Poco y Detalle de los Pools!
Good morning, Cappers! ☀️🐎
Thank you all so much for participating yesterday — I hope you had a great time! We were just one horse away from doubling our money! 💰🤏
I’ve gone ahead and broken out the pools from yesterday:
“The Pool Club” – 4 members 🎯 Dashboard
“The PNL & Co. Pool” – 9 members 📊 Dashboard
“The VIP 1 Pool” – 3 members ⭐ Dashboard
There aren’t any races worth handicapping today, but as soon as a solid opportunity comes up, I’ll let everyone know before we play. 📣
Thanks again for being part of the action📈
Español
¡Buenos días, Cappers! ☀️🐎
Muchas gracias por participar ayer — ¡espero que se hayan divertido mucho! 🙌 ¡Nos faltó solo un caballo para duplicar el dinero! 💰🤏
He separado los pools de ayer de la siguiente manera:
“The Pool Club” – 4 miembros 🎯 Panel de control
“The PNL & Co. Pool” – 9 miembros 📊 Panel de control
“The VIP 1 Pool” – 3 miembros ⭐ Panel de control
Hoy no hay carreras que valga la pena analizar, pero en cuanto aparezca una buena oportunidad para jugar, les avisaré a todos con anticipación. 📣
Gracias de nuevo por participar📈
Aqueduct Late Pick 5 + $16K Pick 6 Carryover | First Post: 1:40 PM EST
Capper's Club Pool Alert - Aqueduct Late Pick 5 + $16K Pick 6 Carryover
I was too busy to cap yesterday 😢. Yesterday's Late Pick 5 at Aqueduct returned $25,000+ on a $2 wager! We’re going to see if the track is as giving today — and we’ve got a small $16,000 Pick 6 Carryover (starting Race 5) that we may attack as well.
💼 Pool Parameters
🕛 Deadline: 12:00 PM EST (NOON TODAY)
💵 Minimum Buy-In: $20 and up.
💰 Interested in buying into our VIP 1 Pool? | Minimum Buy-In: $500
🎯 Today’s Targets:
Aqueduct Late Pick 5 (Core Focus)
Aqueduct Pick 6 Carryover – starts Race 5 (Very expensive play, so we’ll only take a few small shots)
Payment Methods
Venmo / CashApp:
🔗 https://www.thehandicappersclub.com/pool-clubApple Pay:
📱 (215) 251-7103
Money in by noon. Let’s capture another one.
Tyrone
HorseCapper AI | The Handicapper's Club
📞 (215) 251-7103
Mandatory Payout Alert: Charles Town (Wed, Nov 12)
Mandatory Payout Alert: Charles Town (Wed, Nov 12)
Charles Town’s Jackpot Pick 6 (the “6-12”) is a confirmed must-pay tomorrow with a $104,383 carryover (12% Charles Town course takeout). This is much smaller than the Parx Big 5 we crushed yesterday—Parx’s carryover was $472,821 (15% Parx course takeout). The final pool swelled to a little over $1.1M.
Pool & Payout Outlook (estimate for tomorrow)
Projected total Pick 6 pool: ~$300k–$500k (carryover + new money on a mid-week card). Historical Charles Town mandatories with similar carryovers have produced a player edge due to the low 12% takeout.
What a winning ticket could be worth: very sequence-dependent, but on a typical Charles Town must-pay, expect low five figures if form holds (~$8k–$20k range) and higher if we catch one or two price races.
Play / Pass ⚠️
Rating: Cautious / Small-Stake (2.5/5). With a six-figure carryover but modest Charles Town handle, the upside is meaningfully lower than Parx’s mandatory. If we do participate, we’ll selectively leverage singles where we have conviction, otherwise keep coverage tight rather than allocate major bankroll.