How a Two Minute Race Became a Daily Cash Machine for Churchill Downs

Today, I’m digging into Churchill Downs Incorporated (CDI).

Before I dive into this report, I just want to let you know that I'm working on a fun project with my two 5-year-old twin boys. We're making some business-themed wooden coasters, and we'd love to send you some for free.

Enter your name and information into this survey, and we'll get started on them this weekend: Coaster Form

Back to Churchill Downs…

I have to admit that I'm a little embarrassed that I had no idea that the owner of the Kentucky Derby is a publicly traded company. And a sizable one at that.

If you're like me, you think about Churchill Downs for an hour or two a year on the day of the Kentucky Derby. Well, maybe it's a little more for me because I've grown to become a fan of bourbon and want to visit the Kentucky Bourbon Trail in 2026 (a Nerd Out on Business meetup?!).

Personally, I'm quite surprised to see just how big of a business they've built on the back of this legacy asset.

Here are some quick takeaways from the report:

• Churchill Downs has essentially turned a 150 year old racetrack into a modern gaming platform

• The real money is not in the Derby tickets, it is in slot style machines called Historical Racing Machines (HRMs) and regional casinos

• Margins are strong, but they are carrying a lot of debt to build all of this

• They tried to chase online sports betting, figured out the unit economics were terrible, and walked away

Another thing I had no idea about were these Historical Racing Machines. This is an awesome way to leverage all of the historical racing data that they've built up over the years. I love this concept for the business. And it seems like it'd be pretty fun for the players as well.

Here's a quick overview of HRM:

• Once again, HRM stands for Historical Racing Machine

• On the surface, they look like slot machines

• Legally, each “spin” is tied back to the outcome of an old horse race, which lets them qualify as pari-mutuel wagering in certain states instead of traditional slots (a wagering system where all bets of a particular type are pooled together, the house takes a cut, and the remaining pool is paid out to the winners)

• That legal nuance lets Churchill Downs run slot-like gaming in places where normal slots would not fly

• These machines can run all day, every day, which is obviously a huge advantage over live racing

And at least one big negative you should notice: they have a lot of debt. In addition, this is not a light/flexible business if the economy or regulators turn on them.

To me, this was more of an educational and entertaining report with not as many actionable takeaways for ventures that I may work on.

But with that said, it's a great case study in turning a well-known asset into recurring revenue and coming up with a unique way to monetize their database of historical races.

With that, I'll see you tomorrow!

Nick

TL;DR

• Churchill Downs runs racing, wagering, and gaming properties anchored by the Kentucky Derby.

• Core engines are historical racing machines, casinos, and the TwinSpires wagering platform.

• Revenue and margins have grown meaningfully, but leverage is very high.

• Biggest lessons involve exploiting regulatory niches, building a flagship into a platform, and avoiding bad unit economics.

The 30,000-Foot View

CDI operates through three segments: Live and Historical Racing, Wagering Services, and Gaming.
The model centers on licensed gaming properties, HRM venues, and wagering volume.

Key stats:

• Market cap: $7.279B

• TTM revenue: $2.884B

• TTM operating margin: 25.1%

• Net debt: $5.03B

• Employees: 8,870

Company History

• 1875: Churchill Downs opens and hosts the first Kentucky Derby.

• 1919: Consolidation under the Kentucky Jockey Club.

• 1990s to 2000s: Racetrack acquisitions.

• 2007: TwinSpires launches.

• 2010: Youbet.com acquired.

• 2018 to 2019: HRM expansion and Rivers Casino stake.

• 2022: CDI exits online sports betting.

• 2022: P2E acquired for $2.8B.

• 2023: Arlington Park sold.

• 2024 and 2025: HRM and gaming expansion.

Show Me the Money

Standout features:

• High and rising margins.

• Recurring revenue from HRMs and wagering.

• Very high leverage.

• Capex heavy but producing strong free cash flow.

Financial Data

The N.O.O.B. Nine — Competitive Powers

The Nerd Out on Business Nine is made up of Hamliton Helmer's famous "7 Powers" of competitive advantage (Scale Economies, Network Economies, Counter-Positioning, Switching Costs, Branding, Cornered Resource, and Process Power) combined with two of my own (Data Flywheel and Distribution Advantage).

Average Score: 3.4/5 - Their moat is real but concentrated in brand and licensing, not tech or networks. Durable but vulnerable to political or regulatory shifts.

Memorable Marketing

CDI uses the Derby brand to anchor its marketing, combining experiential, sponsorship, and digital tactics.

Key campaigns:

• Derby partnerships 2023 to 2025: Multi brand activations.

• TwinSpires Bet Dedicated 2021: High profile rebrand but poor unit economics.

• Derby City Gaming launch 2023: Civic focused HRM rollout with strong PR framing.

Tactical takeaways:

• Turn a flagship into a platform.

• Segment sponsors and fans.

• Sell regulators, not just customers.

• Creative does not fix bad economics.

AI Uses & Opportunities

Current uses:

• Equine safety AI monitoring.

• AI handicapping tools.

• Wagering analytics.

Future opportunities:

• Personalized bettor offers.

• Dynamic yield optimization.

• Responsible gaming risk models.

• Capex simulation modeling.

• Automated content generation.

Bumps in the Road

• Reputational animal welfare risk.

• Regulatory dependence on HRM definitions.

• Heavy leverage at 5x EBITDA.

• Failed digital execution in sports betting.

• Reliance on a few cornerstone events.

Your Swipe File

• Lean into complex regulatory arbitrage.

• Use a hero product to power recurring revenue.

• Exit bad economic arenas early.

• Treat leverage carefully.

• Bake ethics into operations.