How to find your arbitrage (from the guy who’s done it 3x)

My First Million • • 2h05 → 6 min • #62
How to find your arbitrage (from the guy who’s done it 3x)
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Summary

  • Nick Kakonis is a serial entrepreneur who has repeatedly entered unfamiliar industries — options trading, fine dining, restaurant software, and now immersive theater — and found arbitrage opportunities by applying first-principles thinking, intensity, and a willingness to be uncomfortable. He started with $60k on the Chicago trading floor, built Alinea into a three-Michelin-star restaurant widely considered the best in America, founded and sold Tock (restaurant reservation software) for hundreds of millions, and is now developing a vineyard and “Strange House,” an immersive magic experience under Wall Street. The through-line: every arbitrage is fundamentally about time scale, and the signal to pursue something is a “tingle of uncomfortableness” — not panic, not comfort.

Trading: the first arbitrage and the “smallest, highest hoops”

  • Kakonis wanted to be a floor trader but had no finance background (philosophy major). He faked his resume downward — removing college — to get a $5.25/hr runner job at the CME, because that was the only way onto the floor.
  • Goal: be trading within a year. He achieved it in a year and a week.
  • He sought a mentor who understood the “smallest, highest hoops” — difficult, niche knowledge with high barriers and low competition. Found a quant-trained trader rejected by firms for being too geeky; offered to pay him to work for him. Got hired at $250/week.
  • Within six months, had a rudimentary grasp of options market-making. Put up $20k (partner put up $40k), started trading Swiss franc options.
  • The core arbitrage: ETFs (e.g., QQQs) in New York vs. futures in Chicago. The physical paper handoff took ~30 seconds. Kakonis read the CFTC rulebook cover to cover, found no prohibition on same-firm communication between pits, and ran a dedicated T1 line (bribing union workers with Jameson to lay fiber).
  • First day live: made hundreds of thousands instantly, zero risk. Reaction: terror — the edge was so good the establishment would kill it. Shut it down voluntarily, reapplied for a pilot program to legitimize it.
  • At peak: doing a couple percent of AMEX daily volume, ~$100M/year profit (early 2000s dollars). Firm grew to ~35 traders, mostly “corporate refugees” (lawyers, etc.) he recruited and trained.
  • Merger with a NY firm for capital led to overexpansion, culture clash, and declining returns. 9/11, father’s death, and personal burnout prompted exit. He quit abruptly, paid out partners/employees, walked away at 31.

Alinea: building the best restaurant in America with no experience

  • After trading, Kakonis felt the “world was slow” and became unpleasant. Wife’s intervention led to a sabbatical. He didn’t want to become the retired athlete gambling on golf with no edge.
  • Met Grant Achatz, a young chef who reminded him of himself: obsessive, showed up at 6am, made 25 sauce variations to find the right one. “Knowing what great is is making mostly 99% of the time.”
  • Alinea concept: open-source the business plan on eGullet forum (2004-05). Published menu development, naming, philosophy — hundreds of thousands of views, press attention, built-in customer base before opening.
  • Declared goal: “best restaurant in America” — before Michelin even came to the US. Framed it as: “It will look bad for Michelin if they’re not here.”
  • Experience design borrowed from theater (David Byrne’s Stop Making Sense: empty stage that builds) and magic (misdirection, positioning, callbacks). No tablecloths, no 18 forks, no host stand — start empty, reveal courses as narrative arcs.
  • Service philosophy: stand beside the guest, not across. “Team diner.” Learned from magicians: control attention, assess environment (e.g., reading shoes/watches to upsell wine without embarrassing the buyer).
  • First year: $5M revenue, 7-8% margin. Peak: ~$20M revenue, 18-20% margin. Achieved by eliminating phone lines (built Tock), scientific food costing (Marimekko charts from CFO), and treating hospitality as a flywheel: great experience → profit → reinvest in experience.
  • Investors got quarterly distributions from 2005 to 2023 sale, then 8x initial capital — ~27-28x total. Kakonis: “Restaurants aren’t a bad business. I was bad at the restaurant business — until I wasn’t.”

Tock: the software arbitrage (reservations as dynamic pricing)

  • Core insight: the host stand answering phones is the “30-second piece of paper” of restaurants. OpenTable intermediated the relationship and didn’t allow dynamic pricing.
  • Tock built: ticketing (pre-paid reservations), dynamic pricing by time slot (Tuesday 9pm ≠ Saturday 7pm), direct customer relationship (KYC).
  • Friction: restaurants print menus quarterly; dynamic pricing requires menu changes daily/hourly. Kakonis: “You need a big dumb button that says ‘make more money.’”
  • Elizabeth Warren later tweeted against dynamic pricing; Kakonis: everything is dynamically priced, just slowly. Uber’s “surge pricing” was the right idea with the worst possible name.
  • Believes “geoence” — localized, dynamic, variable pricing for time-slotted businesses — is a hundreds-of-billions-dollar opportunity. Got tired of convincing people; AI may finally enable the “big dumb button.”
  • Sold Tock to Squarespace during COVID (200% growth year). Took control of diligence: converted 896-question Excel list to Google Docs, color-coded, assigned, completed in 3 days (bankers/lawyers estimated 4-6 weeks). Fired investment bankers, ran process themselves for 2% fee. Closed before Squarespace’s S-1 lockup deadline.

Strange House: the next boulder (immersive magic theater)

  • Origin: late-night YouTube rabbit hole → Nate Stanforth’s lottery trick. Kakonis reverse-engineered the method (working backward from the effect), noticed the numbers weren’t in ordinal order (lottery tickets always are), emailed Stanforth with a fix.
  • Stanforth called in 5 minutes. They bonded over the business of magic: great art, terrible monetization. Next-gen David Blaine won’t come from TV; YouTube doesn’t pay.
  • Kakonis had a 15-year-old idea: restaurant with narrative arc like Disney’s Haunted House (small groups moving through rooms, high throughput). Economics never worked for food (variable costs, staffing). But for magic? Close-up magic in intimate rooms = high wonder, scalable throughput.
  • Stanforth spent 8 months building a full proposal: scale models, QR-coded videos, spreadsheets, insurance, technical guide (hundreds of pages). Kakonis read it three times. “This is the last thing I need. But there’s no way we can’t do this.”
  • 3-year search for real estate. Found 90,000 sq ft under Wall Street. REITs balk: no comparables, “what does a magician know about real estate?” Building a purpose-built theater = “smallest, highest hoop.”
  • Team: Stanforth (magic), Alon Lee (Exploding Kittens, game design), Kakonis (business/ops). Goal: human connection through awe. “Take any two people who hate each other politically; put them in this environment; make them love each other by the end.”
  • In-person experiences will become more valuable as AI replaces digital interaction. Not a concert, not theater — its own category. Hard to reproduce, high barrier, right time.

Recurring principles across careers

  • Arbitrages are time-scale differences. Trading: 30-second paper handoff. Restaurants: phone vs. digital. Software: static menus vs. dynamic pricing. Theater: passive watching vs. immersive participation.
  • Intensity is the strategy. Not a secret formula — visible strategy executed with greater intensity, which eventually becomes the strategy. Edit out stupidity daily (Market Wizards: “a successful trader will figure that out”).
  • Seek the “tingle of uncomfortableness.” Wake up feeling great → not enough risk. Wake up vomiting → too much. The nausea is the signal you’re at the edge. Every ~10 years, quit before expertise becomes a trap; build a new “prison of your own choosing.”
  • Show up prepared — or show up unprepared and admit it. Both count. Don’t show up late, cancel, or ghost. Responsiveness compounds.
  • Learn from adjacencies, not peers. Restaurants ← theater, magic. Software ← trading floor. Podcasts ← Hot Ones (put trouble in the way), interrogators (get honesty), golf (4-hour filter).
  • Build in public / open source the plan. Creates engagement, feedback, future customers. Authenticity wins — even the cringey parts.
  • Align incentives. Alinea manager held back covers to avoid burnout; Kakonis opened 110 seats/night, forced the system to adapt. Manager left. Incentives must make “every day Saturday” beneficial for staff.
  • Read the rules. CFTC rulebook, lease terms, M&A docs. Most people don’t. The edge is in the fine print.
  • First principles > convention. Universal restaurant calculator (80 cells). Magic books start with effect, then method, then craft. Apply to any domain.
  • M&A: control the process. Lawyers/bankers bill hourly; their incentive is delay. Convert diligence to shared docs, assign, execute fast. Be the counterparty who knows the answers.

Current mindset

  • At 58, still building. Vineyard (grapes won’t be good until 70), wine bar, Strange House. “The work is the win” — Sisyphus happy.
  • Fear of not finding the next quest > fear of failure. “I’m fearful of not finding more quests, side quests.”
  • Still emails people directly when media narratives feel wrong. Unfiltered information (X, Reddit, boards) vs. filtered lag.
  • Strange House: “It deserves to exist.” The question “will it happen?” is self-referential — the choice to make it happen is the answer.
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