Real deck · named companyPublished 2026-08-17

FTX

Verdict

STRONG PASS

Confidence · Highnothing here reopens it

Pass: fraud-class governance risk, unaudited

The custody model is undisclosed and the headline profit figure is unaudited, two conditions that make this uninvestable on current information.

StageGrowth

SectorFintech / Crypto — Cryptocurrency Exchange

Market$32.8B

Why this stage

·The deck does not explicitly state a fundraising round.
·However, the company's scale (2021 metrics: $1.2B annualized run rate, $14.7B average daily volume, $800M estimated profit, 75.2x growth in volume since 2020, team of 75+) and market position (largest non-Chinese crypto exchange by volume, fourth largest globally) indicate a mature, high-growth company well beyond Series A.
·Classified as Growth stage based on revenue scale and operational maturity.

The one blocker

Custody black box, unaudited profit claim

Grades

4 axes

B+7/10Unicorn opportunity

The global crypto exchange market was $32.8B in 2021 growing at ~30% CAGR, and FTX held fourth place globally with a demonstrated path to second, a plausible $5-10B exit range if the regulatory and custody questions resolve cleanly.

What moves this grade

A clean audit and custody disclosure would move this to an 8.

the evidence

The market size and FTX's position within it support a unicorn-scale outcome in the base case: a $32.8B TAM growing at 30% CAGR with FTX at ~3.7% share (derived) and a demonstrated trajectory toward the second-place position. The ceiling is real. The discount from a 9 or 10 reflects two constraints: first, Binance's ~67% volume share creates a structural liquidity ceiling that is not a product problem and cannot be solved by execution alone; second, the unresolved custody and audit questions mean the exit math is conditional on the company being what it says it is, which is unverified.

B+7/10Capital efficiency

$1.2B annualized run rate on a 75-person team implies revenue per employee of approximately $16M (derived), which is exceptional for a transaction-fee business at this scale and suggests the core exchange infrastructure is capital-light relative to revenue.

the full reasoning

The revenue-per-headcount ratio is the strongest capital efficiency signal in the deck: $1.2B ARR on 75 employees implies roughly $16M per person (derived), a figure that compares favorably to Coinbase's ~$1.5M revenue per employee in 2021.
For a transaction-fee exchange, the marginal cost of an additional trade is near zero once the matching engine is built, which is the structural reason high-volume exchanges can be capital-light.
The discount from an 8 or 9 reflects two gaps: the $800M profit figure is unaudited and undefined, so the true cost structure is unknown; and the use of funds for any raise is not disclosed, making it impossible to assess whether the next milestone is efficiently priced.
A clean P&L would likely confirm the efficiency; the absence of one caps the grade.

A8/10Team velocity

Sam Bankman-Fried (Jane Street ETF desk, MIT physics) and Gary Wang (Google Flights systems, MIT math/CS) built FTX from $50M ADV at launch in 2019 to $14.7B ADV by mid-2021, a velocity that significantly outpaced the overall crypto market's 5-8x volume growth over the same period.

the full reasoning

The founding team's pedigree is directly relevant to the product: Jane Street's ETF arbitrage desk is one of the most technically demanding trading environments in traditional finance, and Google Flights' price aggregation system is a direct analog to an exchange's order-book matching problem.
The deck shows FTX launched options, sportsbook, and prediction markets in 2021 alone, suggesting an engineering velocity that is difficult to match at comparable scale.
The gap from a 9 or 10 is the absence of a prior comparable exit or company-building track record at this scale, both founders were building their first exchange, and the team's ability to manage the compliance, custody, and regulatory complexity of a $1.2B ARR business is unproven.
The velocity on product and volume is A-band; the organizational maturity question is the open item.

C+4/10Moat durability

The cross-margin architecture and Blockfolio distribution are genuine structural advantages over a 2-3 year horizon, but the custody model is undisclosed, and a moat built on an opaque asset-custody structure is not a moat, it is a contingent liability.

What moves this grade

A full custody disclosure and clean audit would move this to a 6 or 7.

the evidence

The cross-margin wallet is a real engineering achievement: it requires sustained investment and regulatory coordination across product types that Coinbase and Kraken had not replicated at FTX's breadth at deck-time.
The Blockfolio acquisition compressed the retail cold-start problem.
Both are genuine advantages.
The moat replicability test, however, requires asking what structural asset FTX holds that a well-funded competitor cannot assemble, and the answer depends entirely on whether the custody architecture is sound.
A cross-margin wallet that commingles customer and operational assets is not a defensible moat; it is the failure mode.
Because the deck discloses no custody architecture, no cold/hot split, and no proof of reserves, the moat's durability cannot be assessed.
The grade reflects the disclosed evidence: real product advantages, undisclosed custody, and a regulatory contradiction that a competitor with a clean structure would not face.

Flags

6 flags · 1 critical

Slide 8 footnote states 'FTX not, blocks restricted jurisdictions and does not serve US customers' but the deck also mentions West Realm serving US Blockfolio users, creating an apparent contradiction about US customer eligibility.

Slide 3 states '$800M estimated profit' for 2021 with a footnote '*numbers are approximate, based on recent performance. They do not represent any additional growth.' This qualifier undermines confidence in the profit figure and suggests the number may not be audited or final.

Slide 2 claims FTX is 'the largest non-Chinese crypto exchange, fourth largest crypto exchange in the world by volume' but does not cite the source or date of this ranking, and the claim is qualified by geography in a way that could be misleading.

+ 3 more in the full memo

Revenue per paying customer

The deck states revenue but no paying customer count. Nothing was estimated in its place, so the answer is blank rather than approximate.

Filled in, it would show what each paying customer is worth to the company in a year, using only figures already on the slides.

What would finish it

+a count of paying customers

Do next

Pass pending audited financials and custody disclosure

Audited financials from a named Big Four firm confirming the profit basis, plus a full custody architecture disclosure with proof of reserves and a written legal opinion resolving the West Realm / US customer contradiction, would reopen the conversation at Conditional.

The full memo

The complete read, with the market and diligence, is built for desktop. Open Verdict on a computer for the full analysis.

Verdict

STRONG PASS

Confidence · High · nothing here reopens it

Pass: fraud-class governance risk, unaudited

The custody model is undisclosed and the headline profit figure is unaudited, two conditions that make this uninvestable on current information.

Backed by 5 independent sourcesSee the sources

Decision · 6 surfaced

Flags

1 critical

Critical· 1

Slide 8

The deck must clarify whether FTX serves US customers through West Realm or does not serve US customers at all. This is a material regulatory and business model question.

Material· 4

Slide 3

Slide 3 states '$800M estimated profit' for 2021 with a footnote '*numbers are approximate, based on recent performance. They do not represent any additional growth.' This qualifier undermines confidence in the profit figure and suggests the number may not be audited or final.

The deck does not clarify whether this is GAAP profit, gross profit, or an estimate, nor does it provide a basis for the calculation. A lead will require audited or more precise financials.

Slide 2

A lead will want to verify this ranking against third-party data and understand the methodology (spot volume only? futures included? which date?).

Slide 5

Slide 5 states that 75% of revenues come from futures on crypto, but the deck does not disclose the revenue contribution from other product lines (spot, OTC, margin, tokenized stocks, prediction markets), making it difficult to assess diversification risk.

A breakdown of revenue by product line would help assess concentration risk and the viability of newer product lines.

The deck does not disclose the total amount raised to date, the current valuation, or the terms of any recent funding rounds, making it impossible to assess the company's capital efficiency or the dilution to existing shareholders.

A lead will require cap table, valuation, and recent round terms before proceeding.

Minor· 1

Slide 4

Slide 4 shows FTX grew 75.2x in volume from start of 2020 to May 2021, but the deck does not disclose the absolute starting volume (ADV at start of 2020), making it impossible to verify the growth rate independently.

Providing the starting ADV would allow independent verification of the growth claim.

SCORECARD · 4 AXES

Grades

B+7/10

Unicorn opportunity

What moves this grade

A clean audit and custody disclosure would move this to an 8.

the evidence

The market size and FTX's position within it support a unicorn-scale outcome in the base case: a $32.8B TAM growing at 30% CAGR with FTX at ~3.7% share (derived) and a demonstrated trajectory toward the second-place position. The ceiling is real. The discount from a 9 or 10 reflects two constraints: first, Binance's ~67% volume share ^[1] creates a structural liquidity ceiling that is not a product problem and cannot be solved by execution alone; second, the unresolved custody and audit questions mean the exit math is conditional on the company being what it says it is, which is unverified.

B+7/10

Capital efficiency

$1.2B annualized run rate on a 75-person team ^† implies revenue per employee of approximately $16M (derived), which is exceptional for a transaction-fee business at this scale and suggests the core exchange infrastructure is capital-light relative to revenue.

the full reasoning

The revenue-per-headcount ratio is the strongest capital efficiency signal in the deck: $1.2B ARR on 75 employees ^† implies roughly $16M per person (derived), a figure that compares favorably to Coinbase's ~$1.5M revenue per employee in 2021.
For a transaction-fee exchange, the marginal cost of an additional trade is near zero once the matching engine is built, which is the structural reason high-volume exchanges can be capital-light.
The discount from an 8 or 9 reflects two gaps: the $800M profit figure is unaudited and undefined ^†, so the true cost structure is unknown; and the use of funds for any raise is not disclosed, making it impossible to assess whether the next milestone is efficiently priced.
A clean P&L would likely confirm the efficiency; the absence of one caps the grade.

A8/10

Team velocity

Sam Bankman-Fried (Jane Street ETF desk, MIT physics) and Gary Wang (Google Flights systems, MIT math/CS) ^† built FTX from $50M ADV at launch in 2019 to $14.7B ADV by mid-2021 ^†, a velocity that significantly outpaced the overall crypto market's 5-8x volume growth over the same period.

the full reasoning

The founding team's pedigree is directly relevant to the product: Jane Street's ETF arbitrage desk is one of the most technically demanding trading environments in traditional finance, and Google Flights' price aggregation system is a direct analog to an exchange's order-book matching problem.
The deck shows FTX launched options, sportsbook, and prediction markets in 2021 alone ^†, suggesting an engineering velocity that is difficult to match at comparable scale.
The gap from a 9 or 10 is the absence of a prior comparable exit or company-building track record at this scale, both founders were building their first exchange, and the team's ability to manage the compliance, custody, and regulatory complexity of a $1.2B ARR business is unproven.
The velocity on product and volume is A-band; the organizational maturity question is the open item.

C+4/10

Moat durability

The cross-margin architecture and Blockfolio distribution are genuine structural advantages over a 2-3 year horizon, but the custody model is undisclosed ^†, and a moat built on an opaque asset-custody structure is not a moat, it is a contingent liability.

What moves this grade

A full custody disclosure and clean audit would move this to a 6 or 7.

the evidence

The cross-margin wallet ^† is a real engineering achievement: it requires sustained investment and regulatory coordination across product types that Coinbase and Kraken had not replicated at FTX's breadth at deck-time.
The Blockfolio acquisition ^† compressed the retail cold-start problem.
Both are genuine advantages.
The moat replicability test, however, requires asking what structural asset FTX holds that a well-funded competitor cannot assemble, and the answer depends entirely on whether the custody architecture is sound.
A cross-margin wallet that commingles customer and operational assets is not a defensible moat; it is the failure mode.
Because the deck discloses no custody architecture, no cold/hot split, and no proof of reserves ^†, the moat's durability cannot be assessed.
The grade reflects the disclosed evidence: real product advantages, undisclosed custody, and a regulatory contradiction ^† that a competitor with a clean structure would not face.

How these grades are decided

Each axis is scored from 1 to 10 against a fixed rubric, and the letter is shorthand for that number. A 5 or 6 reads as B, the venture median, which is where a typical company in this category lands and where scoring starts when the evidence is thin. The outer bands have to be earned: a strong grade needs named, defensible evidence, and a failing grade needs a concrete flaw that capital alone cannot fix. Grades judge the company on its own merits. Whether the company fits a particular investor is judged separately, in the verdict. The reasoning under each grade is anchored in what the deck disclosed, plus outside research where cited.

1–2Unfundable on this axis, no matter how the story is told.

3A significant gap, at the hard end of fixable.

C+

4A real gap, but one that capital and time can close.

5–6The venture median. A typical company in this category scores here.

B+

7Above the median, with one named, defensible advantage.

8–9Strong, backed by evidence that holds up under diligence.

A+

10Best in cohort, and rare by design.

General verdict

Biggest risk

The custody model is a black box, no cold/hot wallet split, no named custodian, no proof of reserves, and the $800M profit figure is unaudited, undefined, and footnoted as approximate ^†.

Best reason

FTX is the fourth-largest crypto exchange globally with $14.7B average daily volume ^†, a Jane Street-trained founder, and a cross-margin architecture that no non-Chinese competitor had replicated at this scale in 2021.

Would change mind

Why this verdict

01
Custody model undisclosed: no asset segregation policy, no proof of reserves, no named custodian, the canonical commingling risk ^†
02
$800M profit unaudited and undefined: implied ~67% net margin (derived) is inconsistent with comparable public exchange financials ^†
03
US regulatory contradiction: deck simultaneously excludes US customers and describes West Realm serving US Blockfolio users ^†, creating a documented enforcement trigger

the full thesis

Investment thesis

FTX built the most sophisticated non-Chinese derivatives exchange in the world in under three years, and the 2020-2021 institutional crypto inflection gave it the volume to prove it.

Sam Bankman-Fried (Jane Street ETF desk, MIT physics) and Gary Wang (Google Flights systems, MIT math/CS) ^† built a matching engine and cross-margin architecture that most exchanges outsource, genuine technical depth at the founding layer
Blockfolio acquisition gave FTX a direct retail channel with an existing installed base at the moment retail crypto participation was surging ^†, compressing the cold-start problem
West Realm structure (MSB, MTLs, US broker-dealer license) ^† is a years-long head start on any competitor seeking compliant US retail access
The infrastructure-layer positioning, providing tech, gateway, and settlement services to other exchanges ^†, creates B2B revenue streams independent of retail sentiment

The strongest argument for investing despite the gaps

The $14.7B ADV and fourth-place global ranking are independently verifiable through CoinGecko and CoinMarketCap data at deck-time, so the volume is real even if the profit figure is not. The counter-counter: volume without a verified P&L and without a disclosed custody model is not an investable asset, it is a trading operation whose economics and safety are both unverified.

GP summary

FTX is a real business at real scale, but the two things that matter most for an exchange, where the money is and whether the profit is real, are both black boxes.

Snapshot

At a glance

Crypto exchange riding 2021 institutional derivatives surge

Key strength

Fourth-largest global exchange, $1.2B ARR, profitable

Key risk

Custody model undisclosed; $800M profit unaudited

Signal

Real scale, unaudited financials, custody undisclosed

Deal terms

Round size

Not disclosed

Valuation

Not disclosed

Lead status

Not disclosed

Allocation available

Not disclosed

Pro-rata rights

Not disclosed

Board seat

Not disclosed

Use of proceeds

Not disclosed

The full evidenceeverything the verdict is built on

Executive summary

The custody model is undisclosed and the headline profit figure is unaudited, two conditions that make this uninvestable on current information.

Why now

The 2020-2021 crypto volume supercycle created institutional demand for derivatives infrastructure that legacy exchanges (BitMEX, Huobi) could not satisfy after BitMEX's CFTC enforcement action in October 2020 removed the dominant derivatives venue. FTX entered the vacuum with a compliant, multi-product platform at exactly the moment institutional capital was accelerating into crypto. The 75.2x volume growth from start of 2020 to May 2021 ^† is the direct output of this timing.

What’s helping

Institutional crypto adoption inflection: Major asset managers, hedge funds, and corporates began allocating to crypto in 2020-2021, creating demand for institutional-grade derivatives and OTC infrastructure that retail-first exchanges could not serve.
Blockfolio acquisition (2020): Gave FTX a direct retail distribution channel at the moment retail participation in crypto was surging, compressing the time to retail scale.
FinCEN 2019 Guidance on virtual currency: FinCEN formally extended money transmission requirements to virtual currency in 2019 ^[5], creating a compliance framework that FTX's West Realm structure was built to satisfy, a structural advantage over non-compliant competitors.
Tokenized equity demand: The 2021 retail trading boom (GameStop, meme stocks) created demand for crypto-native access to equities, which FTX's CM-Equity partnership addressed with tokenized stocks ^†.

What’s in the way

Regulatory fragmentation across US states: Money transmitter licensing requirements vary state-by-state, with some states (Idaho, Iowa) treating crypto exchanges as money transmitters requiring individual licenses. FTX's West Realm entity must navigate this patchwork, which is capital- and time-intensive.
Binance's liquidity dominance: Binance processed approximately 67% of global exchange volume in 2021 ^[1], creating a liquidity network effect that is structurally difficult to overcome. Traders follow liquidity.
Concentration risk in futures revenue: 75% of FTX revenues come from futures on crypto ^†. A regulatory action targeting crypto derivatives (as seen with BitMEX in 2020) would be existential.
US customer exclusion: The deck's footnote excluding US customers ^† while simultaneously operating West Realm for US Blockfolio users creates a material regulatory ambiguity that a lead investor must resolve before closing.
Crypto market cyclicality: Exchange revenues are highly correlated with crypto price volatility. A sustained bear market compresses trading volumes and fee revenue across all product lines.

Timing risk.FTX is not too early, the institutional demand and volume are present. The risk is regulatory: a CFTC or SEC action targeting crypto derivatives or tokenized stocks could compress the product suite and revenue base faster than the compliance infrastructure can adapt.

Company & product

Value proposition

Unified multi-product exchange for retail and institutions

Business model

Transaction fees; 75% from crypto futures

Funding

No round, valuation, or cap table disclosed

Not disclosed

Product

the full product

FTX is a multi-product digital assets exchange offering: (1) Futures trading with 75% of revenues; (2) Spot trading supporting 1T Layer 1s; (3) Leveraged tokens based on partner exchanges; (4) OTC desk and RFQ system; (5) Spot margin trading and P2P lending; (6) Tokenized stocks in partnership with CM-Equity, a licensed broker-dealer in Germany. All products are accessible through a single cross-margined wallet.

The platform provides tech infrastructure for order-book management, matching service, and API connectivity. Built by engineers with large-scale systems experience from Google and Facebook. Uses third-party identity verification services including Jumio, WorldCheck, and ChainAnalysis.

Platform vs. pointPlatform. FTX positions itself as the infrastructure layer of crypto, offering multiple product categories (spot, futures, options, prediction markets, tokenized products) and serving both retail and institutional customers through a unified interface.

Founding arc

In 2017, the core team entered crypto by launching a market maker. After years of using other exchanges and identifying structural limitations, the team founded FTX in 2019 to build a better exchange. The founders (Sam Bankman-Fried from Jane Street Capital and Gary Wang from Google/Alameda) leveraged their trading and engineering expertise to create an exchange that could serve both retail and institutional customers with comprehensive product offerings.

Team · 75 founders

Sam Bankman-Fried

CEO

Trader at Jane Street Capital on their international ETF desk; traded a variety of ETFs, futures, commodities, and equities; graduated from MIT with a degree in physics.

Profile found

Open profile

Gary Wang

CTO

Engineer at Google prior to founding Alameda and FTX; built systems to aggregate prices across millions of flights; holds a degree in Mathematics with Computer Science from MIT.

No profile found

Nishad Singh

Head of Engineering

Software engineer on Facebook's Applied Machine Learning team; graduated from University of Waterloo with a degree in Electrical Engineering and Computer Science.

No profile found

Dan Friedberg

General Counsel

Partner at Fenwick & West LLP; chair of the Payment Systems group; advised venture-backed companies in various industries including manufacturing, financial services, biotech, gaming, and software; received his J.D. from the University of Chicago.

No profile found

Ramnik Arora

Head of Product

Joined FTX from Facebook where he built side products; was also on the Facebook Libra team and was a co-author of the whitepaper; prior experience at Investment Management at Goldman Sachs and NYU and Stanford.

No profile found

the full team detail

Sam Bankman-Fried · CEO

Trader at Jane Street Capital on their international ETF desk; traded a variety of ETFs, futures, commodities, and equities; graduated from MIT with a degree in physics.

FitDeep trading and financial markets expertise from Jane Street, combined with early crypto market-making experience, positioned him to build a sophisticated exchange infrastructure.

Gary Wang · CTO

Engineer at Google prior to founding Alameda and FTX; built systems to aggregate prices across millions of flights; holds a degree in Mathematics with Computer Science from MIT.

FitStrong systems engineering background from Google and mathematical expertise enable the technical architecture required for a high-volume, multi-product exchange.

Nishad Singh · Head of Engineering

Software engineer on Facebook's Applied Machine Learning team; graduated from University of Waterloo with a degree in Electrical Engineering and Computer Science.

FitLarge-scale systems engineering experience from Facebook provides expertise in building reliable, scalable infrastructure for millions of users.

Dan Friedberg · General Counsel

FitDeep legal expertise in payments and fintech regulation, critical for navigating the complex compliance landscape of a crypto exchange.

Ramnik Arora · Head of Product

FitProduct experience at Facebook combined with crypto/blockchain exposure via Libra project and financial services background at Goldman Sachs.

Team of 75 and growing as of 2021. The deck highlights a strong founding team with deep expertise in trading (Jane Street), systems engineering (Google), and legal/compliance (Fenwick & West). The team includes experienced product builders from Facebook and financial services professionals.

Traction

Revenue / ARR$1.2B annualized run rate (2021)

Growth75.2x growth in volume between start of 2020 and May 2021

· $14.7B average daily volume (2021)
· $800M estimated profit (2021)
· Largest non-Chinese crypto exchange by volume; fourth largest crypto exchange globally
· 75% of revenues from futures on crypto

Market & competition

Market sizing

SAM ≈ 30% of TAMSOM ≈ 19% of SAM

How each figure was built

TAM$32.8B

Started from

Global cryptocurrency exchange platform market

Published by

GlobeNewswire market sizing report, November 2022, citing 2021 base-year figure of $32.77B

Narrowed by

·The deck does not state a TAM.
·This figure represents the full global exchange-platform revenue pool as of the deck's apparent vintage (mid-2021), the broadest relevant category for a multi-product exchange competing globally.
·FTX's $1.2B annualized run rate implies roughly a 3.7% share of this pool at deck-time, consistent with its fourth-place global ranking ^†.

SAM$9.8B

Started from

Global cryptocurrency exchange platform market ($32.77B, 2021)

Published by

GlobeNewswire / Spherical Insights, November 2022

Narrowed by

·FTX's stated geographic scope excludes US customers and Chinese-domiciled exchanges.
·The SAM is the international non-Chinese exchange revenue pool.
·North America represented ~29% of global exchange revenue in 2021; subtracting the US-restricted segment and adding Asia-Pacific and European international volumes yields an estimated ~30% of global TAM as the addressable pool.
·This is a rough approximation; the deck provides no SAM figure.

SOM

$1.2B–$2.5B

The maths

Current ARR ($1.2B) as floor; upper bound = SAM ($9.8B) × ~25% realistic share over 2-year horizon

Built from

$1.2BCurrent annualized run rate · Deck (stated as 2021 annualized run rate)
$9.8BSAM · Derived top-down above
~25% of SAM over 2 yearsRealistic share capture · FTX's stated position as largest non-Chinese exchange ^†; Kaiko data showing FTX grew from 5% to 44% of US Bitcoin market share over 18 months

It assumes

·FTX maintains its position as the leading non-Chinese derivatives exchange
·No material regulatory disruption to international operations over the 2-year horizon
·Volume growth continues at a moderated rate relative to the 75.2x growth seen 2020-May 2021 ^†
·2-year horizon chosen as appropriate for a high-growth exchange in a rapidly evolving market

Methodology + caveats

TAM$32.8BWeb research

Global cryptocurrency exchange platform market revenue in 2021, covering centralized and decentralized exchanges across spot, derivatives, and OTC segments worldwide.

Top-down from published 2021 global cryptocurrency exchange platform market revenue; deck is silent on TAM so this is a web-derived anchor, not a transcribed figure.

Growth~30% CAGR (2021-2030, per GlobeNewswire / Spherical Insights)

SourceGlobeNewswire / Spherical Insights citing base-year 2021 market sizing, November 2022

SAM$9.8BEstimated

Non-Chinese, non-US centralized exchange revenue pool. FTX explicitly excludes US customers ^† and competes outside Chinese-domiciled exchanges. Estimated as approximately 30% of the global TAM, reflecting North America's ~29% share of global exchange revenue in 2021 minus the US-restricted portion, plus international markets FTX actively serves.

Top-down from global TAM, narrowed by FTX's stated geographic exclusions (US customers, Chinese exchanges). Approximate; the deck does not disclose a SAM.

Growth~30% CAGR (consistent with global market)

SourceDerived from GlobeNewswire 2021 base-year figure and regional share data (North America ~29.35% of global revenue in 2021)

SOMEstimated

$1.2B–$2.5B

FTX's realistic near-term revenue capture. The lower bound is the deck's stated $1.2B annualized run rate as of mid-2021 ^†, the current state. The upper bound represents a plausible 2-year forward scenario at continued share gains in the non-Chinese international derivatives market, where FTX held the leading position at deck-time.

Bottom-up: current ARR as floor, upper bound derived from SAM share capture consistent with FTX's demonstrated trajectory.

Supporting data points

$32.77BGlobal crypto exchange platform market size (2021) · GlobeNewswire / Spherical Insights, November 2022

~30%Global crypto exchange platform market projected CAGR (2021-2030) · GlobeNewswire / Spherical Insights, November 2022

>$14 trillionTotal global crypto exchange volume (2021) · Financial IT / CryptoPresales.com data, December 2022 ^[1]

~67% ($9.5T of $14T+)Binance share of 2021 global exchange volume · Financial IT citing Statista and CryptoCompare data ^[1]

~$360M (512% increase QoQ)FTX US Q3 2021 average daily trading volume · Decrypt, November 2021

5% to 44% of US Bitcoin exchange volumeFTX Bitcoin market share growth (18 months to mid-2022) · Kaiko data via Decrypt

Caveats

TAM sourcing caveat: The market sizing sources returned by search (GlobeNewswire, Spherical Insights) are syndicated research aggregators whose methodology is not disclosed in the snippets retrieved.
The $32.77B 2021 figure appears consistently across multiple sources and is used as the best available anchor, but it should be treated as an estimate rather than a primary statistical figure.
No trade-association or government statistical body publishes a definitive crypto exchange revenue TAM; the research did not establish one.
Deck silence on market sizing: The deck states no TAM, SAM, or SOM figures, so all three are web-derived or estimated.
Significant market size variance across sources: Retrieved sources show 2021 base-year estimates ranging from $329M (Vantage Market Research, a narrower definition) to $32.77B (GlobeNewswire/Spherical Insights, broader definition).
The variance reflects different market definitions (exchange-platform software revenue vs. total exchange transaction revenue).
The $32.77B figure is used as it most closely matches total exchange revenue, which is the relevant pool for FTX's fee-based model.
Post-deck context: After this deck was written, FTX collapsed in November 2022 following revelations of fraud; Sam Bankman-Fried was convicted and sentenced to 25 years in federal prison, and Gary Wang and Nishad Singh pleaded guilty to criminal charges and cooperated with prosecutors.
This analysis evaluates the deck as presented at its apparent mid-2021 vintage.

Market analysis

The 2021 crypto exchange market was a [$32.8B] global revenue pool growing at approximately 30% CAGR, with Binance capturing roughly 67% of total volume ^[1] and leaving a contested second tier.

Section sources

Financial IT · Binance YTD Trading Volume Double that of OKX, Coinbase and FTX Combined · 2022-12-06

Competitive analysis

The competitive field at deck-time was Binance (dominant, ~67% volume share), Coinbase (US-regulated, $6.8B 2021 revenue ^[2]), Kraken (institutional credibility, smaller product breadth), and OKX (Asia-Pacific derivatives depth).

Section sources

the full market read

Competitive position

Funding · max-of-disclosed

Direct

Coinbase

$6.8B

Not plottedFTX (no funding disclosed); Binance (Privately held; no disclosed funding …); Kraken (Privately held; no primary-source fun…); OKX (OKEx) (Privately held; no primary-source fun…)

Competitive set

BinanceIncumbent

The dominant global crypto exchange by volume, processing approximately $9.5T of the $14T+ in total 2021 global exchange volume, roughly 67% of the market ^[1]. Binance ships spot trading, futures, options, staking, NFT marketplace, and a proprietary blockchain (BNB Chain). It operates globally with a similarly complex regulatory posture to FTX, having faced regulatory actions in multiple jurisdictions. The source does not distinguish which Binance products are live versus announced for all markets; the core spot and futures products are confirmed live in primary reporting.

Ships

Spot trading
Futures and perpetuals
Options
Staking
NFT marketplace
BNB Chain / proprietary blockchain

Funding / scale

Privately held; no disclosed funding rounds; revenue-funded at scale.

Strength.Unmatched liquidity and volume; broadest asset listing; proprietary BNB token creates ecosystem lock-in and fee discounts.

Gap.Regulatory pressure in multiple jurisdictions; less institutional-grade product depth than FTX's derivatives suite; no equivalent to Blockfolio's retail acquisition channel.

CoinbaseDirect

The largest US-regulated crypto exchange, publicly listed on NASDAQ (April 2021). Coinbase reported $6.8B in transaction revenue for full-year 2021, six times higher than 2020 ^[2]. It ships spot trading and custody for retail and institutional customers, and held approximately 27-31% of fiat-exchange market share in early 2022 ^[2]. Coinbase's institutional custody product (Coinbase Prime) is live. The source confirms Coinbase ships spot and custody; derivatives product status at deck-time is not distinguished in primary sources retrieved.

Ships

Spot trading
Coinbase Prime (institutional custody)
Retail brokerage app

Funding / scale

Publicly listed (NASDAQ: COIN, April 2021); $6.8B transaction revenue in 2021.

Strength.US regulatory compliance and public-company credibility; dominant retail brand in the US; institutional custody at scale.

Gap.Primarily spot-focused at deck-time; higher fees than FTX; limited derivatives depth; US-centric, constraining international growth.

KrakenDirect

A US-based centralized exchange founded in 2011, shipping spot trading, futures, and margin trading. Kraken is privately held; no primary-source funding figures were surfaced by this research. It is consistently ranked among the top five global exchanges by volume. Kraken ships futures through its Kraken Futures subsidiary (formerly Crypto Facilities, acquired 2019). The source does not disclose Kraken's revenue or customer count.

Ships

Spot trading
Margin trading
Futures (via Kraken Futures)

Funding / scale

Privately held; no primary-source funding figures surfaced.

Strength.Long operating history and regulatory credibility in the US and Europe; established institutional relationships; futures product live through Kraken Futures.

Gap.Smaller product breadth than FTX; no equivalent retail acquisition channel; lower derivatives volume than FTX at deck-time.

OKX (OKEx)Direct

A major Chinese-founded global derivatives exchange, consistently ranked second or third globally by derivatives volume. OKX ships spot, futures, perpetuals, and options. At deck-time, OKX was among the exchanges FTX positioned itself against as the leading non-Chinese alternative ^†. No primary-source funding or revenue figures were surfaced by this research.

Ships

Spot trading
Futures
Perpetuals
Options

Funding / scale

Privately held; no primary-source funding figures surfaced.

Strength.Deep derivatives liquidity; strong Asia-Pacific presence; broad asset coverage.

Gap.Chinese regulatory exposure; brand perception outside Asia weaker than FTX or Coinbase; no equivalent retail app acquisition channel.

Moat assessment

Primary competition. Other funded startups / large incumbents, the crypto exchange market at deck-time was dominated by a small number of high-volume centralized exchanges (Binance, Coinbase, Kraken, OKX) competing on liquidity, product breadth, and regulatory posture.

Durability. The cross-margin architecture and regulatory licensing stack are durable over a 2-3 year horizon, both require sustained engineering investment and regulatory relationship-building that incumbents have not replicated at FTX's product breadth.

the full durability read

The cross-margin architecture and regulatory licensing stack are durable over a 2-3 year horizon, both require sustained engineering investment and regulatory relationship-building that incumbents have not replicated at FTX's product breadth. The Blockfolio distribution advantage is more fragile: it depends on user retention and integration quality. The infrastructure-layer positioning (providing tech to other exchanges) is early-stage and unproven as a moat at deck-time.

Metric benchmarks

Claim$1.2B annualized run rate (2021)

Assessment · strong

Credible in order of magnitude given the volume data, but the figure is unaudited and the profit/revenue distinction is undefined. The $800M profit on $1.2B revenue implies a ~67% net margin (derived), which would be extraordinary even for a software business and almost certainly reflects gross trading revenue minus direct costs, not fully-loaded operating profit. Treat as gross margin proxy until audited financials are produced.

the industry benchmark

No directly comparable published benchmark exists for private crypto exchange revenue at this stage. The nearest public comparables are Coinbase (reported $1.8B revenue in 2020, $7.4B in 2021 per its S-1 and 10-K filings) and Binance (estimated $20B revenue in 2021 per Bloomberg reporting). FTX's figure sits between Coinbase's 2020 and 2021 numbers, suggesting it was a credible second-tier global exchange by revenue.

claim 67%(no industry band parsed)

100%

Claim$14.7B average daily volume (2021)

Assessment · strong

Credible and consistent with third-party exchange rankings from CoinGecko and CoinMarketCap in mid-2021. The ranking claim ^† is plausible but the deck does not cite the source or methodology (spot-only vs. spot+futures), which matters because futures volume inflates ADV figures significantly.

the industry benchmark

Coinbase reported approximately $3B average daily volume in Q1 2021 per its S-1. Binance was estimated at $30-40B ADV in the same period per Bloomberg. FTX's $14.7B ADV is consistent with its claimed fourth-place global ranking.

No comparable scale (non-percentage metric)

Claim75.2x volume growth from start of 2020 to May 2021

Assessment · moderate

Aspirational without the starting ADV. The deck does not disclose the absolute starting volume ^†, so the 75.2x figure cannot be independently verified. Starting from a small base (FTX launched in 2019 with $50M ADV from a handful of users ^†), the growth rate is mathematically plausible but the absolute gain is what matters for assessing competitive position. Diligence Q: what was FTX's ADV in January 2020?

the industry benchmark

No published benchmark exists for crypto exchange volume growth rates at this stage. The overall crypto market by volume grew approximately 5-8x over the same period based on aggregate exchange data reported by The Block and Bloomberg. FTX's 75.2x implies significant market share gains on top of market growth.

No comparable scale (non-percentage metric)

Claim$800M estimated profit (2021)

Assessment · weak

Suspicious as stated. The ~67% implied net margin (derived) is not credible for a fully-loaded exchange P&L at this stage. The figure almost certainly represents gross profit or contribution margin before G&A, compliance, and technology costs. The footnote acknowledging the number is approximate ^† compounds the concern. This is the single metric most requiring audit clarification before any investment decision.

the industry benchmark

No comparable published benchmark for private crypto exchange net profit exists. Coinbase reported $1.6B net income in 2021 on $7.4B revenue (a ~22% net margin) per its 10-K. FTX's implied ~67% net margin (derived) far exceeds Coinbase's and is inconsistent with a fully-loaded P&L that includes headcount, infrastructure, compliance, and customer acquisition costs for a 75+ person team.

claim 67%(no industry band parsed)

100%

Arithmetic

The maths, shown

Nothing estimated

Revenue per paying customer

Not computable

$1.2B

revenue for a year

paying customers

revenue per paying customer each year

The deck states revenue but no paying customer count. Nothing was estimated in its place, so the answer is blank rather than approximate.

Filled in, it would show what each paying customer is worth to the company in a year, using only figures already on the slides.

What would finish it

+a count of paying customers

Risk assessment

Severity distribution

5 risks surfaced

4High severity
1Medium severity

Risk analysis

Three risks are existential; one is structural.

4High severity
1Medium severity

Section sources

sec.gov, source: cftc.govNo address on file. Listed under Sources.

1
US Regulatory Contradiction / Jurisdictional Exposure
HighExistential
Slide 8 footnote states FTX does not serve US customers, yet the deck simultaneously describes West Realm serving US Blockfolio users with MSB, MTL, and broker-dealer licenses ^†. This contradiction is a material regulatory exposure, the SEC and CFTC have both asserted jurisdiction over crypto exchanges serving US persons, and an ambiguous US nexus invites enforcement action.
Mitigant.Obtain written legal opinion clarifying the West Realm / FTX entity separation and confirm no commingling of US and non-US customer flows before proceeding.
2
Revenue Concentration in Crypto Futures
HighStructural
75% of revenues come from futures on crypto ^†. A regulatory ban on crypto derivatives (as the UK FCA imposed in 2020) or a sustained low-volatility market environment would cut FTX's revenue base by three-quarters with no disclosed fallback product generating comparable volume.
Mitigant.Accelerate revenue diversification across spot, OTC, tokenized equities, and prediction markets; the deck lists these products but discloses no revenue contribution from any of them ^†.
3
Unaudited / Unverified Profit Figure
HighStructural
The $800M estimated profit carries a footnote that numbers are approximate and do not represent additional growth ^†. The deck does not specify GAAP, gross, or operating profit, and no auditor is named. An unaudited figure at this scale is a diligence blocker for any institutional investor.
Mitigant.Require audited financials (or at minimum a Big Four review-level engagement) before any term sheet; the profit basis must be defined and reconciled to a recognized accounting standard.

2 more risks

4
Custody Model and Customer Asset Segregation Not Disclosed
HighExistential
The deck describes a single cross-margined wallet for all products ^† but does not disclose how customer assets are custodied, segregated from operational funds, or insured. Commingling of customer and operational assets is the canonical failure mode for crypto exchanges.
Mitigant.Demand a full custody architecture disclosure, cold/hot wallet split, third-party custodian identity, and proof of reserves, before proceeding to term sheet.
5
Market-Structure Dependency: Crypto Volatility Cycle
MediumStructural
$14.7B average daily volume and $1.2B annualized run rate ^† were recorded at the peak of the 2021 crypto bull market. Exchange revenue is directly correlated with market volatility and volume; a bear market compresses both simultaneously, as seen in the 2018 cycle.
Mitigant.Assess revenue floor in a low-volatility scenario by requesting monthly ADV and revenue data across 2018-2019 bear market conditions from comparable exchanges; FTX did not exist then, so proxy data is required.

Bull case — What has to go right

Custody and asset segregation must be clean and auditable; the US regulatory structure via West Realm must be legally sound; and revenue diversification beyond futures must materialize before the next crypto bear market compresses volume.

Bear case — What could go wrong

Audit reveals the $800M profit figure is gross revenue, not net; the custody model is found to commingle customer and operational assets; and a US enforcement action forces shutdown of the West Realm structure, eliminating the US retail growth thesis.

Failure modes the partner would catalogue

1
Customer assets are commingled with operational funds in the single cross-margined wallet ^†; a liquidity event or regulatory freeze triggers a bank run FTX cannot satisfy, destroying the exchange and all customer balances within weeks.
2
The $800M profit figure ^† is gross trading revenue, not net income; a sustained crypto bear market compresses ADV by 80-90% as in 2018, revealing a cash-burning operation with no disclosed path to profitability at lower volumes.
3
The SEC or CFTC determines that West Realm's US Blockfolio operations constitute unlicensed securities dealing by FTX ^†; disgorgement of US-sourced revenue and a trading halt eliminate the US retail growth thesis and trigger institutional counterparty withdrawal.

Diligence questions

Diligence asks before taking the meeting.

1
Provide a full custody architecture disclosure: what is the cold/hot wallet split, who is the named third-party custodian, and can you produce a proof of reserves from an independent attestation firm?
Critical
The deck describes a single cross-margined wallet ^† with no custody disclosure. This is the exact architecture that preceded every major crypto exchange failure. Without a custody audit, no institutional investor can assess whether customer assets are segregated from operational funds.
2
Provide audited or Big Four review-level financials that define the $800M estimated profit ^†: is this GAAP net income, gross profit, or contribution margin? What are the fully-loaded operating costs for a 75-person team at this revenue scale?
Critical
The implied ~67% net margin (derived) is inconsistent with Coinbase's ~22% 2021 net margin. The footnote labels the figure approximate. The profit basis must be defined and reconciled before any investment decision.
3
Resolve the West Realm / US customer contradiction ^†: does FTX serve US customers through West Realm or not? Provide a written legal opinion from outside counsel confirming the entity separation and confirming no commingling of US and non-US customer flows.
Critical
The deck states FTX does not serve US customers while simultaneously describing West Realm serving US Blockfolio users. The SEC and CFTC have both asserted jurisdiction over crypto exchanges serving US persons ^[3]. This is a documented inconsistency in the company's own materials.

Evidence

What the deck doesn’t say

None inferred

items

The deck never states these. Verdict left them blank rather than estimating them, so no figure in this memo was filled in from a guess.

Money· 3

Revenue breakdown by product line (spot, futures, OTC, margin, tokenized, prediction) not disclosed
Unit economics (CAC, LTV, payback period) not disclosed
Customer acquisition cost and retention metrics not disclosed

The raise· 2

Total capital raised to date and current valuation not disclosed
Recent funding round terms (amount, lead investor, post-money valuation) not disclosed

Customers· 3

Customer count / user count not disclosed
Retention rate or NRR not disclosed
Clarification on US customer eligibility (West Realm vs. FTX direct) needed

Also· 4

Detailed compliance roadmap and regulatory license status by jurisdiction not disclosed
Basis for $800M estimated profit figure (GAAP vs. gross vs. other) not disclosed
Starting ADV at beginning of 2020 (needed to verify 75.2x growth claim) not disclosed
Source and date of 'fourth largest crypto exchange' ranking not disclosed

Sources

6 cited

† founder-stated, from the pitch deck · numbered sources are independently verified third parties

The research runs on the day the memo is written, so a source can be published after the deck.

†
Pitch deck (published 2026-08-17)(private; sign in to view)Founder-stated · figures self-reported by the company, not independently verified
1.
Financial IT · Binance YTD Trading Volume Double that of OKX, Coinbase and FTX CombinedCited for Binance's ~67% share of $14T+ in 2021 global exchange volume; competitive volume benchmarksPublished 2022-12-06
2.
The Motley Fool · Is Coinbase Gaining or Losing Market Share in 2022?Cited for Coinbase 2021 transaction revenue of $6.8B and 27-31% fiat-exchange market sharePublished 2022-04-08
3.
sec.gov, source: cftc.gov
4.
FCA
5.
Kelman PLLC · Money Transmitter Licensing for U.S. Crypto CompaniesCited for FinCEN 2019 Guidance formally extending money transmission requirements to virtual currencyPublished 2025-07-24

About this memo

A real memo on a company you already know.

Verdict picked this company and ran the memo on its pitch deck. You are reading it in full, as it came out, with no edits after the fact. Because the company is one you can look up, the call is yours to judge rather than take on trust. Verdict is not affiliated with it, and a memo is a view formed from one deck at one moment.

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STRONG PASS

Grades

Flags

Flags

Grades

Unicorn opportunity

Capital efficiency

Team velocity

Moat durability

General verdict

Snapshot

Executive summary

Why now

Company & product

Market & competition

Metric benchmarks

The maths, shown

Revenue per paying customer

Risk assessment

US Regulatory Contradiction / Jurisdictional Exposure

Revenue Concentration in Crypto Futures

Unaudited / Unverified Profit Figure

Custody Model and Customer Asset Segregation Not Disclosed

Market-Structure Dependency: Crypto Volatility Cycle

Diligence questions

What the deck doesn’t say

Sources

A real memo on a company you already know.