Modern MBA

Case study — Media & entertainment — Original · 11 min read · 5 questions

Why arcades never actually died

The thesis

The arcade market really did collapse. It ran from nothing to $10 billion between 1976 and 1982, and by 2013 it was worth $2 billion against a $15 billion console market. Consoles beat arcades on convenience, on value and on forgiveness — a home game does not have to be designed to eat quarters, and it does not close.

But the businesses that survived were never really selling games. Chuck E. Cheese was a failing pizza chain until it filled its rooms with token machines, and the reason it worked is visible in one line: entertainment gross margins run 85–93% against 75–79% for food. Dave & Buster's is the same trick for adults, at 91% against 71%. Both companies discovered that food is the excuse and the playroom is the business.

The catch is that neither can grow. Chuck E. Cheese's average store has taken about $1.6 million a year since 1997 and its operating margin has slid from 18% to 10%; Dave & Buster's same-store sales have gone negative repeatedly since 1999. They are occasion businesses — birthdays, corporate outings, the Super Bowl — and nobody visits an occasion twice. Meanwhile a haunted house in Ohio runs 70% and a two-man studio in Brooklyn licensing its own game hardware runs 55%. The profitable end of this industry is the small end.

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The statistics

93% vs 75%Chuck E. Cheese gross margin on games against food
$1.6M flatAverage revenue per Chuck E. Cheese store since 1997
70% vs 6%A haunted house's operating margin against Chuck E. Cheese's

By the numbers — swipe or use arrows

01The golden age was six years longAmerican arcade market size, in billions. From nothing to $10 billion in six years, and volatile the whole way — not every game was a hit.
The golden age was six years long — Why arcades never actually died$0B$2.5B$5B$7.5B$10B$0B1976$2B1978$3B1979$7B1980$9B1981$10B1982$8B1983$5B1984$4B1985$8B1989$2B1991$9B1992Modern MBA
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Value
1976$0B
1978$2B
1979$3B
1980$7B
1981$9B
1982$10B
1983$8B
1984$5B
1985$4B
1989$8B
1991$2B
1992$9B
02What a cabinet cost an operatorPrice of an arcade machine when new, against the same figure adjusted for inflation. The hardware was the manufacturer's business.
What a cabinet cost an operator — Why arcades never actually died$0$2,500$5,000$7,500$10,000$2,400$7,841Pac-Man 19821982$3,000$6,944Street Fighter II 1991II1991$4,000$8,728Mortal Kombat II 1993II1993AT THE TIMEINFLATION ADJUSTEDModern MBA
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At the timeInflation adjusted
Pac-Man 1982$2,400$7,841
Street Fighter II 1991$3,000$6,944
Mortal Kombat II 1993$4,000$8,728
03Consoles took the spendArcade against console market size, in billions. A home game does not have to be designed to eat quarters, which makes it a better game.
Consoles took the spend — Why arcades never actually died$0B$5B$10B$15B$20B$7B$8B1997$6B$11B1999$2B$12B2002$4B$11B2004$2B$15B2012$2B$15B2013ARCADESCONSOLESModern MBA
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ArcadesConsoles
1997$7B$8B
1999$6B$11B
2002$2B$12B
2004$4B$11B
2012$2B$15B
2013$2B$15B
04A failing pizza chainChuck E. Cheese revenue and operating income, in millions, while competing as a family restaurant. It could not beat Pizza Hut on food.
A failing pizza chain — Why arcades never actually died$0M$100M$200M$300M$182M$17M1990$208M$21M1991$253M$26M1992$272M$18M1993$268M$3M1994$263M$0M1995REVENUEOPERATING INCOMEModern MBA
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RevenueOperating income
1990$182M$17M
1991$208M$21M
1992$253M$26M
1993$272M$18M
1994$268M$3M
1995$263M$0M
05Then it filled the room with tokensChuck E. Cheese revenue and operating income, in millions, after repositioning around the playroom. Same pizza, different business.
Then it filled the room with tokens — Why arcades never actually died$0M$250M$500M$750M$263M$0M1995$350M$42M1997$441M$68M1999$562M$99M2001$655M$110M2003$728M$134M2004REVENUEOPERATING INCOMEModern MBA
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RevenueOperating income
1995$263M$0M
1997$350M$42M
1999$441M$68M
2001$562M$99M
2003$655M$110M
2004$728M$134M
06Games overtook foodShare of Chuck E. Cheese revenue by type. The pizza did not get better — it stopped being the point.
Games overtook food — Why arcades never actually died0%25%50%75%100%75%25%199368%29%199965%33%200550%50%200945%55%201344%56%2019FOOD & BEVERAGEENTERTAINMENTModern MBA
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Food & beverageEntertainment
199375%25%
199968%29%
200565%33%
200950%50%
201345%55%
201944%56%
07Why games and not pizzaGross margin by segment at Chuck E. Cheese. A token machine has no ingredients, no kitchen labor and no waste.
Why games and not pizza — Why arcades never actually died0%25%50%75%100%79%85%199977%91%200775%93%201277%92%2019FOOD & BEVERAGEENTERTAINMENTModern MBA
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Food & beverageEntertainment
199979%85%
200777%91%
201275%93%
201977%92%
08The pivot worked, then stalledChuck E. Cheese operating margin. Up from zero to 18% in six years, then a decade of slow decline.
The pivot worked, then stalled — Why arcades never actually died0%5%10%15%20%0%199512%199715%199918%200118%200414%200613%200812%201010%2011Modern MBA
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Value
19950%
199712%
199915%
200118%
200418%
200614%
200813%
201012%
201110%
09The stores never got biggerAverage annual revenue of a single Chuck E. Cheese. Essentially flat for sixteen years — the chain grew, the boxes did not.
The stores never got bigger — Why arcades never actually died$0$500,000$1,000,000$1,500,000$2,000,000$1,500,0001997$1,634,0002001$1,633,0002005$1,632,0002009$1,573,0002013Modern MBA
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Value
1997$1,500,000
2001$1,634,000
2005$1,633,000
2009$1,632,000
2013$1,573,000
10A bigger box holds more occasionsAverage square footage by venue. Dave & Buster's is four times a Chuck E. Cheese, which is most of why it scaled better.
A bigger box holds more occasions — Why arcades never actually died020,00040,00060,00060,000Topgolf50,000Round144,000Dave & Buster's32,000Lucky Strike11,000Chuck E. CheeseModern MBA
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Value
Topgolf60,000
Round150,000
Dave & Buster's44,000
Lucky Strike32,000
Chuck E. Cheese11,000
11Spectacle over food, againGross margin by segment at Dave & Buster's. The restaurant justifies the visit; the midway pays for the building.
Spectacle over food, again — Why arcades never actually died0%25%50%75%100%75%86%200776%85%201374%89%201871%91%2023FOOD & BEVERAGEARCADE & ENTERTAINMENTModern MBA
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Food & beverageArcade & entertainment
200775%86%
201376%85%
201874%89%
202371%91%
12Nobody visits an occasion twiceDave & Buster's same-store sales. Negative years well before COVID — unless there is a birthday or a big game, usage is low.
Nobody visits an occasion twice — Why arcades never actually died−10%−5%0%5%10%6%20074%2008−3%2009−8%20103%20137%20159%20163%2017−1%2018−2%2019Modern MBA
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Value
20076%
20084%
2009−3%
2010−8%
20133%
20157%
20169%
20173%
2018−1%
2019−2%
13Revenue by venueAnnual revenue, from the biggest chain to a two-man studio. On the top line the order is exactly what you would expect.
Revenue by venue — Why arcades never actually died$0$2,500,000$5,000,000$7,500,000$10,000,000$9,630,000Dave & Buster's$2,100,000OS$1,617,000Chuck E. Cheese$1,082,105Nightmare$351,000Slaughterhouse$330,000Game of 1000 BoxesModern MBA
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Value
Dave & Buster's$9,630,000
OS$2,100,000
Chuck E. Cheese$1,617,000
Nightmare$1,082,105
Slaughterhouse$351,000
Game of 1000 Boxes$330,000
14And then it invertsAnnual operating margin. A haunted house in Ohio runs eleven times the margin of the largest kids' chain in America.
And then it inverts — Why arcades never actually died0%25%50%75%70%Slaughterhouse55%Game of 1000 Boxes50%Nightmare31%Disney Parks13%OS13%Dave & Buster's6%Chuck E. CheeseModern MBA
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Value
Slaughterhouse70%
Game of 1000 Boxes55%
Nightmare50%
Disney Parks31%
OS13%
Dave & Buster's13%
Chuck E. Cheese6%
15An arcade as a software businessGross margin on the license against the hardware, set beside established SaaS. The monthly fee is where the business actually is.
An arcade as a software business — Why arcades never actually died0%25%50%75%100%90%Game of 1000 Boxes monthly licensemonthly license89%Adobe82%Dropbox77%Salesforce20%Game of 1000 Boxes hardwarehardwareModern MBA
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Value
Game of 1000 Boxes monthly license90%
Adobe89%
Dropbox82%
Salesforce77%
Game of 1000 Boxes hardware20%
01 / 15

Chuck E. Cheese and Dave & Buster's revenue, segment splits, operating margins, same-store sales and location counts from company annual reports and filings for the years shown; arcade and console market sizes and cabinet prices as presented in the episode; independent venue revenue, margins and licensing terms disclosed on camera by their operators

Key takeaways

01

The golden age was real and it was brief. The American arcade market went from nothing in 1976 to $7 billion by 1980 and $10 billion in 1982, then fell to $5 billion, $4 billion, and bounced between $2 billion and $9 billion through 1992. Not every game was a hit and genres went out of fashion fast.

02

The hardware was the business for the people who made it. A Pac-Man cabinet cost an operator $2,400 in 1982 — about $7,841 in today's money — a Street Fighter II cabinet $3,000 in 1991, and a Mortal Kombat II cabinet $4,000 in 1993, or $8,728 adjusted. Sega, Namco, Atari and Capcom competed on 3D, light guns, force feedback and co-op precisely because more elaborate hardware justified a higher price.

03

Then consoles took the spend and never gave it back. Arcades were worth $7 billion against $8 billion of consoles in 1997; by 2002 it was $2 billion against $12 billion, and by 2013 $2 billion against $15 billion. A home game does not need to be designed to milk quarters, which makes it a better game.

04

Chuck E. Cheese did not start as an arcade — it started as a pizza chain, and it was losing. Revenue stalled at $253 million, $272 million, $268 million and $263 million through the early 1990s while operating income collapsed from $26 million to $18 million, $3 million and finally $0. It could not beat Pizza Hut or Domino's on food, franchising or scale.

05

So it stopped trying. Every location was remodelled around a token-operated playroom aimed at 2-to-12-year-olds, and revenue went from $263 million to $294 million, $350 million, $441 million, $562 million and $728 million by 2004 — with operating income climbing from $0 to $134 million over the same stretch.

06

And the reason is margin, not preference. Games run gross margins of 85%, 91%, 93% and 92% against 79%, 77%, 75% and 77% for food. A token machine is a self-service asset with no ingredients, no kitchen labor and no spoilage — the closest thing to free money a restaurant can put on its floor.

07

The pivot worked on the bottom line for a decade. Operating margin went from 0% in 1995 to 7%, 12%, 15%, 17% and 18% by 2001, and the chain expanded from 314 locations to 519.

08

Then it stopped. Margins ran 18%, 16%, 14%, 13%, 13%, 13%, 12% and 10% through 2011, and average revenue per store has been essentially flat since 1997 — $1,634,000, $1,633,000, $1,632,000, $1,573,000. The chain got bigger; the stores did not.

09

Dave & Buster's is the same insight aimed at adults, and it scaled better because the room is bigger. Its average venue runs 44,000 square feet against 11,000 for Chuck E. Cheese — with Topgolf at 60,000, Round1 at 50,000 and Lucky Strike at 32,000. A bigger box holds more machines and more occasions.

10

Its margin split is even starker than Chuck E. Cheese's. Arcade and entertainment gross margins run 86%, 85%, 89% and 91% against 75%, 76%, 74% and 71% for food and drink. The restaurant exists to justify the visit; the midway pays for the building.

11

But it hits the same ceiling. Same-store sales ran 10%, 6%, 3%, 4%, 3%, 5%, 0% and 2% in its first growth era, then 6%, 4%, 3%, 8%, 7%, 9%, 3%, 1% and 2% by 2019 — negative well before COVID. Unless there is a birthday, an outing or a Super Bowl, nobody comes.

12

That is the structural problem with both: they are occasion businesses evaluated as a sum of parts, and every part loses on its own. The food does not beat a restaurant, the games do not beat a dedicated arcade, and the drinks do not beat a bar. Once the novelty of any new format fades, both chains fall back on discounting.

13

The independents are where the margins are. Annual revenue runs $9,630,000 at an average Dave & Buster's and $1,617,000 at an average Chuck E. Cheese — against $2,100,000 for OS in Manhattan, $1,082,105 for a haunted house, $351,000 for another, and $330,000 for a two-man game studio.

14

Invert that list for operating margin and it flips completely: 70% at the Slaughterhouse haunted house, 55% at Game of 1000 Boxes, 50% at Nightmare, 31% at Disney Parks, 13% at OS, 13% at Dave & Buster's and 6% at Chuck E. Cheese. Being small is the advantage, not the handicap.

15

Game of 1000 Boxes is the opposite bet: two people in Brooklyn who fabricate the hardware and write the software themselves, with no investors. Forty players, teams of four, a buzzer each and a live host — and rather than operate venues, they license the system to anyone who has one.

16

So the industry did not die, it changed hands. The turnkey era — buy a cabinet, collect the quarters — is genuinely over, because a console does that better. What replaced it is experiences a console cannot copy: a room full of strangers, a live host, a physical touch point for a friendship that already exists online.

Common questions

Why did arcades die?

Consoles beat them on convenience, value and design. The American arcade market peaked around $10 billion in 1982 and was worth about $2 billion by 2013, against a $15 billion console market. A home game does not need to be built to extract quarters or to deliver a return to a venue operator, which makes it more generous and more forgiving — and it is available at any hour without leaving the house. What died was the turnkey model where owning a cabinet guaranteed income.

How does Chuck E. Cheese actually make money?

From tokens, not pizza. It was a failing family pizza chain in the early 1990s — operating income fell from $26 million to zero — until it remodelled every location around a token-operated playroom. Entertainment gross margins run 85–93% against 75–79% for food, because a game machine is a self-service asset with no ingredients, no kitchen labor and no waste. Food fell from 75% of revenue in 1993 to 44% by 2019 while entertainment rose from 25% to 56%.

Is Dave & Buster's a restaurant or an arcade?

Financially it is an arcade with a restaurant attached. Its arcade and entertainment gross margins run 86–91% against 71–76% for food and drink, and the split has widened over time. The larger footprint is the difference from Chuck E. Cheese — an average Dave & Buster's is 44,000 square feet against 11,000, which holds more machines and more simultaneous occasions. Topgolf runs 60,000 and Round1 50,000 on the same logic.

Why can't these chains grow anymore?

Because they are occasion businesses. Average revenue per Chuck E. Cheese store has been roughly $1.6 million since 1997 and its operating margin slid from 18% to 10%; Dave & Buster's same-store sales went negative repeatedly well before COVID. Unless there is a birthday, a corporate outing or a big game, usage is low, and repeat visits are the hard part. Evaluated separately every component loses — the food does not beat a restaurant, the games do not beat a dedicated arcade, the drinks do not beat a bar.

Do independent arcades make more money than the chains?

On margin, dramatically. A haunted house runs a 70% operating margin and a two-man game studio 55%, against 13% at Dave & Buster's and 6% at Chuck E. Cheese, with Disney Parks at 31% in between. On revenue the order reverses — an average Dave & Buster's grosses $9.6 million against $2.1 million for OS in Manhattan and $330,000 for Game of 1000 Boxes. Small operators do not carry the fixed cost of a 44,000 square foot box that only fills on occasions.

What does a modern arcade actually sell?

A reason to be in a room with other people. OS in New York takes 33% of revenue from food and drink, 28% from events, 25% from admissions and memberships and 14% from sponsorship — and its operator's argument is that escape rooms and VR rentals fail because they are one-and-done. Game of 1000 Boxes runs a weekly live-hosted competition for forty players in teams of four. Neither is selling access to a machine, which is the thing consoles took.

Can you run an arcade as a software business?

That is exactly what Game of 1000 Boxes does. Rather than operate venues, its two founders license their hardware and software to anyone who has one: $85,000 up front, $15,000 a month, and a $50,000 LED wall as a prerequisite. The monthly license carries a 90% gross margin against 20% on the one-time hardware — putting it alongside Adobe at 89%, Dropbox at 82% and Salesforce at 77%. Their projection for a venue running the system is roughly what an average Dave & Buster's takes.

What did an arcade machine cost?

More than most people assume, which is why the manufacturers competed so hard on hardware. A Pac-Man cabinet cost an operator $2,400 in 1982 — about $7,841 in today's money — a Street Fighter II cabinet $3,000 in 1991 and a Mortal Kombat II cabinet $4,000 in 1993, or $8,728 adjusted. Sega, Namco, Atari and Capcom pushed 3D graphics, light guns, force-feedback steering and co-op play because a more elaborate machine justified a higher price to the venue.

Discussion

  1. Entertainment gross margins run 85–93% against 75–79% for food, and both Chuck E. Cheese and Dave & Buster's discovered food was the excuse and the playroom was the business. Where else is the advertised product the loss leader?

  2. Consoles beat arcades on convenience, value and forgiveness — a home game does not have to be designed to eat quarters. What does it do to a product when its design goal is extraction rather than satisfaction?

  3. The arcade market fell from $10 billion to $2 billion against a $15 billion console market, yet the survivors thrived. What separated the businesses that adapted from the ones that died?

  4. Chuck E. Cheese was a failing pizza chain until it filled its rooms with token machines. How would you recognize that kind of pivot in a business you were running, before someone else does it to you?

  5. You are opening an entertainment venue today. What is the modern equivalent of the token machine, and what is your excuse product?

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