SOLAI Valuation Multiples

Visa is the largest payment processor in the world. In fiscal 2025, it processed almost $17 trillion in total volume. Visa operates in over 200 countries and processes transactions in over 160 currencies. Its systems are capable of processing over 65,000 transactions per second.

Mastercard is the second-largest payment processor in the world, having processed close to $10 trillion in volume during 2024. Mastercard operates in over 200 countries and processes transactions in over 150 currencies.

American Express is a global financial institution, operating in about 130 countries, that provides consumers and businesses charge and credit card payment products. The company also operates a highly profitable merchant payment network. It operates in four segments: US consumer services, US commercial services, international card services, and global merchant and network services. In addition to payment products, the company's commercial business offers expense management tools, consulting services, and business loans.

Charles Schwab is one of the largest retail-oriented financial-services companies in the US, with $11.9 trillion in client assets across its brokerage, banking, asset management, custody, financial advisory, and wealth-management businesses at the end of 2025. While best known for its retail brokerage offering, Schwab generates the lion’s share of its revenue and profits through its Charles Schwab Bank and asset management segments. The firm is a dominant player in registered investment advisor custody, with over 40% market share, and has recently pushed into wealth management with robo-advisory, direct indexing, and other managed-investment solutions.

S&P Global provides data and benchmarks to capital and commodity market participants. Its ratings business is the largest credit rating agency in the world and S&P's largest segment by profitability. S&P's largest segment by revenue is market intelligence, which provides desktop, data and advisory solutions, enterprise solutions, and credit/risk solutions mostly in the financial-services industry. S&P's other segments include energy (formerly commodity insights, this segment includes Platts and other data), mobility (Carfax), and indexes. S&P plans to spin off mobility in 2026.

Capital One is a diversified financial services holding company headquartered in McLean, Virginia. Originally a spinoff of Signet Financial’s credit card division in 1994, the company is now primarily involved in credit card lending, auto loans, and commercial lending. Following the acquisition of Discover in 2025, the firm also has a modest personal loan business, though credit card lending provides the majority of the bank's revenue.

Altria comprises Philip Morris USA, US Smokeless Tobacco, John Middleton, Horizon Innovations, and Helix Innovations. Through its tobacco subsidiaries, Altria maintains the leading position in cigarettes and smokeless tobacco in the United States and the number-two spot in machine-made cigars. The company's Marlboro brand is the leading cigarette brand in the US with 42% annual share in 2024. Beyond its core business, it holds an 8% interest in the world's largest brewer, Anheuser-Busch InBev and a 41% stake in cannabis manufacturer Cronos. It also acquired vaping company Njoy Holdings in 2023 and operates a joint venture with Japan Tobacco in the heated tobacco category for the US.

Intuit serves small and midsize businesses with accounting software QuickBooks and online marketing platform Mailchimp. The company also operates retail tax filing tool TurboTax, personal finance platform Credit Karma, and a suite of professional tax offerings for accountants. Founded in the mid-1980s, Intuit enjoys a dominant market share for small-to-midsize business accounting and self-serve tax filing in the US.

Based in Chicago, CME Group operates exchanges giving investors, suppliers, and businesses the ability to trade futures and derivatives based on interest rates, equity indexes, foreign currencies, energy, metals, and commodities. The Chicago Mercantile Exchange was founded in 1898 and in 2002 completed its IPO. Since then, CME Group has consolidated parts of the industry by merging with crosstown rival CBOT Holdings in 2007 before acquiring Nymex Holdings in 2008 and NEX in 2018. In addition, the company has a 27% stake in S&P Dow Jones Indices, making the Chicago Mercantile Exchange the exclusive venue to trade and clear S&P futures contracts. Through CME's acquisition of NEX, it also expanded into cash foreign exchange, fixed-income trading, and collateral optimization.

Intercontinental Exchange is a vertically integrated operator of financial exchanges and provides ancillary data products. Though the company is probably best known for its ownership of the New York Stock Exchange, which it acquired in 2013, ICE operates a large derivatives exchange, too. The company's largest commodity futures product is the ICE Brent crude futures contract. In addition to the exchanges business, which is about 54% of net revenue, Intercontinental Exchange has used a series of acquisitions to create its mortgage technology business (22% of net revenue) and fixed-income and data-services segment (24% of net revenue).

MercadoLibre runs the largest e-commerce marketplace in Latin America, with about 150 million active users and more than 600 million active listings across 18 countries stitching into its commerce network or fintech solutions when last reported. The company operates a host of complementary businesses to its core online shop, with shipping solutions (Mercado Envios), a payment and financing operation (Mercado Pago and Mercado Credito), advertisements (Mercado Clics), classifieds, and a turnkey e-commerce solution (Mercado Shops) rounding out its arsenal. MercadoLibre generates revenue from final value fees, advertising royalties, payment processing, insertion fees, subscription fees, and interest income from consumer and small-business lending.

Moody’s, along with S&P Ratings, is a leading provider of credit ratings on fixed-income securities. The ratings segment, Moody’s Investors Service, includes corporates, structured finance, financial institutions, and public finance ratings. MIS represents a majority of the firm’s profit and often (depending on bond issuance levels) a majority of the firm's revenue. The other segment, Moody’s Analytics, consists of decision solutions, research and insights, and data and information.

Robinhood Markets Inc is creating a modern financial services platform. It designs its own products and services and delivers them through a single, app-based cloud platform supported by proprietary technology. Its vertically integrated platform has enabled the introduction of new products and services such as cryptocurrency trading, dividend reinvestment, fraud detection, derivatives, fractional shares, recurring investments, and others.

Hong Kong Exchanges and Clearing is a vertically integrated securities exchange business offering listing, data, trading, clearing and settlement services across equities, debt and derivatives. HKEx, like Hong Kong itself, functions as a gateway between China and the rest of the world. HKEx serves as a preferred listing venue for Chinese companies outside of China and, through the Connect Scheme, offers two-way trading for a growing group of financial products with the Shanghai Stock Exchange and the Shenzhen Stock Exchange.

Nu Holdings Ltd provides digital banking services. It offers several financial services such as Credit cards, Personal accounts, Investments, Personal Loans, Insurance, Mobile payments, Business Accounts, and Rewards. The company earns the majority of its revenue in Brazil.

Bajaj Finance Ltd is the holding company for various financial services businesses under the Bajaj Group, which operates in India. The company is an NBFC in India offering payments, partnerships, services, and lending solutions to customers. The company's model is focused on the acquisition of customers and offering multiple loans and services on a cross-sell basis to meet their financial service needs. The company provides discretionary spending across consumer electronics, furniture, and digital products in India. The company's strategies and structure are closely aligned with those of commercial banks in India. All of its revenue is generated from India.

London Stock Exchange Group is a fully integrated financial exchange company covering the financial market value chain from primary and secondary markets across multiple asset classes over data, index, and analytics down to clearing and post-trading reporting. With the acquisition of Refinitiv, LSEG generates about two thirds of its revenue from data and analytics including its FTSE Russell and WM/Refinitiv benchmarks as well as data feeds and terminals. The group is also a majority shareholder in Tradeweb, one of the dominant global fixed-income trading venues, as well as LCH, the largest clearinghouse for over-the-counter swaps globally.

Founded in 2012, Coinbase is the leading cryptocurrency exchange platform in the United States. The company intends to be the safe and regulation-compliant point of entry for retail investors and institutions into the cryptocurrency economy. Users can establish an account directly with the firm, instead of using an intermediary, and many choose to allow Coinbase to act as a custodian for their cryptocurrency, giving the company breadth beyond that of a traditional financial exchange. While the company still generates the majority of its revenue from transaction fees charged to its retail customers, Coinbase uses internal investment and acquisitions to expand into adjacent businesses, such as prime brokerage and data analytics.

Deutsche Boerse is a financial exchange company headquartered in Frankfurt, Germany. The company primarily generates revenue through its Eurex and Clearstream segments. Eurex allows for the trading and clearing of derivatives. Clearstream offers custody and settlement services for domestic and international securities, as well as collateral management services. Other segments include Xetra, which generates revenue through trading and clearing cash equities, STOXX (an index business), and several others.

Founded in 1971, Nasdaq is primarily known for its equity exchange, but in addition to its trading business (about 22.5% of sales), the company sells market and financial data to investors, offers Nasdaq-branded indexes, and lists companies through its capital access segment (42.5%). Nasdaq's newest segment, financial technology, was primarily constructed through the acquisitions of Verafin and Adenza and has expanded the company into capital management, financial crime, and regulatory compliance software (35%) as it seeks to become a diversified technology company.

East Money Information Co Ltd is engaged in securities business, financial e-commerce service business, financial data service business, and Internet advertising service business. It mainly provides paid financial data services, financial e-commerce services, and Internet advertisement services through its Website, eastmoney.com. It generates majority of ots revenue from the securities business.

Founded in 2009, Block provides payment services to merchants, along with related services. The company also launched Cash App, a person-to-person payment network. In 2024, Square's payment volume was almost USD 250 million.

Rocket Companies is a financial services company that was originally founded as Rock Financial in 1985 and is currently based in Detroit. Rocket Companies offers a wide array of services and products but is best known for its Rocket Mortgage business. The company’s mortgage lending operations are split between its direct-to-consumer lending, which sees borrowers accessing the company’s lending arm directly through either its mobile app or website, and its partner network where mortgage brokers and other firms use Rocket’s origination process to offer loans to their customers. The company has rapidly gained market share in recent years and will also be the largest mortgage servicer in the US following its acquisition of the Mr. Cooper Group.

MSCI has described its mission as enabling investors to build better portfolios for a better world. MSCI's largest and most profitable segment is its index segment, where it provides benchmarking to asset managers and asset owners. MSCI boasts over $18 trillion in benchmarked assets, including over $2.3 trillion in ETF assets linked to MSCI indexes. The MSCI analytics segment provides portfolio management and risk management analytics software to asset managers and asset owners. In its sustainability and climate segment, MSCI provides ESG data to the investment industry. In private assets, MSCI provides real restate reporting, market data, benchmarking, and analytics to investors and real estate managers.

Thomson Reuters is a leading global provider of business information services, delivering trusted data, technology, and expertise to professionals across legal, tax, accounting, risk, compliance, and the news and media sectors. Headquartered in Toronto, Canada, the company combines deep domain knowledge with data and software solutions to help clients make informed decisions, manage complexity, and drive efficiency. Thomson Reuters serves legal and accounting/tax professionals, corporations, and governments worldwide, but around 75% of revenue is generated in the US. The company is known for flagship products such as Westlaw, UltraTax CS, and Reuters News.

PayPal was spun off from eBay in 2015 and provides electronic payment solutions to merchants and consumers, with a focus on online transactions. The company had 434 million active accounts at the end of 2024. The company also owns Venmo, a person-to-person payment platform.

Constellation Software is an acquirer, manager, and developer of vertical market software, or VMS, businesses globally. VMS differentiates from horizontal software in that it provides mission critical solutions within a specific industry for customers in a particular market. Constellation operates through a decentralized model in which each business operates as its own independent entity. Managers of individual businesses are incentivized to optimize their business for returns on invested capital and revenue growth. Excess cash generated by the individual businesses is repatriated to portfolio managers who focus on allocating as much capital as possible on new acquisitions. As of 2025, Constellation consisted of over 1,000 individual businesses and 64,000 employees.

Interactive Brokers is a large, automated, retail and institutional brokerage that boasted nearly $780 billion in customer equity at the end of 2025. The company cut its teeth as a market maker, introducing US financial markets to automated and algorithmic training before expanding into brokerage services in 1993. The firm has a wide-ranging client base, with its best-in-class order execution and extremely low margin lending rates catering to a sophisticated audience of hedge funds, proprietary traders, and introducing brokers that account for about 45% of the firm’s commissions. With operations spanning more than 160 electronic exchanges, 36 countries, and 28 currencies, Interactive Brokers caters to a global clientele, with more than 80% of active accounts sitting outside the US.

Founded in 1973, Cboe controls the largest option exchange in the US, which provides around 60% of the firm's revenue. The company is best known for its proprietary S&P 500 and VIX index options, which it offers through an exclusive contract with S&P Global. The firm moved into US and European equities through the $3.4 billion acquisition of BATS in 2017. Cboe has continued to look to expand internationally, using acquisitions to build a presence in both Canada and Australia.

Adyen is a payment company that provides merchants with a single platform to accept e-commerce, mobile, and point-of-sale payments in multiple countries using various payment schemes and methodologies. Adyen started out providing only gateway and payment processing services to merchants but soon expanded into merchant acquiring services as well. Adyen obtained a banking license to improve settlement of merchant accounts.

Experian is one of the leading credit bureaus in North America and the United Kingdom, providing the consumer information that is the basis for making lending decisions. The company also provides decision analytics, marketing data, and direct-to-consumer credit products and services. Roughly one quarter of the company's revenue is generated outside of North America and the United Kingdom, primarily in Latin America and Asia.

Workday is a software company that offers human capital management, financial management, and business planning solutions for enterprises. Known for being a cloud-only software provider, Workday was founded in 2005 and is headquartered in Pleasanton, California.

Fiserv is a leading provider of core processing and complementary services, such as electronic funds transfer, payment processing, and loan processing, for US banks and credit unions, with a focus on small and midsize banks. Following its 2019 merger with First Data, Fiserv also provides payment processing services to merchants. About 10% of the company’s revenue is generated internationally.

Circle Internet Group Inc is a financial technology firm engaged in digital currencies and public blockchains for payments, commerce, and financial applications. The company is the issuer of USD Coin (USDC).

Hithink RoyalFlush Information Network Co Ltd is engaged in providing Internet financial information services and online financial software. The company's business includes an online market trading system, mobile financial information service, fund sales, financial big data processing, and cloud services. It serves individuals, brokers, funds, private placements, banks, insurance, government, and research Institutional clients.

Founded in 1956, Fair Isaac Corporation is a leading applied analytics company. Fair Isaac is primarily known for its FICO credit scores, which is a widely used industry benchmark to determine the creditworthiness of an individual consumer. The firm’s US-centric credit scores business accounts for most of the firm’s revenue and profits and consists of business-to-business and business-to-consumer services. In addition to scores, Fair Isaac also sells software primarily to financial institutions for areas such as analytics, decision-making, customer workflows, and fraud.

Constellation Brands is the largest provider of alcoholic beverages across the beer, wine, and spirits categories in the US, generating 84% of revenue from Mexican beer imports under top-selling brands such as Modelo and Corona. The rest of the business includes some remaining wine and spirits brands, categories where the company has pruned assets in recent years. With its exclusive rights tied to the Mexican beer brands, effective only in the US, the firm has limited revenue exposure to international markets. Constellation owns a 10% stake in Canopy Growth, a medicinal and recreational cannabis producer in Canada, and has a 50/50 joint venture with glass manufacturer Owens-Illinois in Mexico.

Synchrony Financial, originally a spinoff of GE Capital's retail financing business, is the largest provider of private-label credit cards in the United States by both outstanding receivables and purchasing volume. Synchrony partners with other firms to market its credit products in their physical stores as well as on their websites and mobile applications. Synchrony operates through three segments: retail card (private-label and co-branded general-purpose credit cards), payment solutions (promotional financing for large ticket purchases), and CareCredit (financing for elective healthcare procedures).

LPL Financial is the largest US independent broker-dealer, with more than 32,000 financial advisors affiliated with its platform and roughly 11 million customer accounts at the end of 2025. The firm earns the bulk of its profit from interest income earned on client cash balances and from advisory fees and commissions tied to the $2.4 trillion in assets under management or advisory on its platform at year-end 2025. LPL specializes in the provision of turnkey wealth management services for affiliated independent advisors, but maintains a diverse array of affiliation modalities, running the gamut from more traditional employee models to a pure RIA custody approach. It earns tuck-in revenue from recordkeeping fees and the provision of software tools and services to its advisor base.

Founded in 1998 and headquartered in New York City, Tradeweb Markets is a leading fixed-income trading platform. While it does offer electronic processing for some voice-negotiated trades, the company focuses primarily on providing electronic trading networks that connect broker/dealers, institutional clients, and retail customers. While the company offers trading in a wide variety of products, the bulk of its business is in US and European government debt, mortgage-backed securities, interest-rate swaps, and US and international corporate bonds. The firm also sells fixed-income trading and price data, primarily through a deal with Refinitiv’s Eikon service.

Corpay Inc is a corporate payments company that helps businesses and consumers manage and pay their expenses. Its suite of modern payment solutions helps customers manage vehicle-related expenses, lodging expenses, and corporate payments. Its reportable segments are; Vehicle Payments, Corporate Payments, Lodging Payments, and Other. The group's geographic areas are the United States, Brazil, the United Kingdom, and Other.

Verisk is a leading data, analytics, and technology provider for property-casualty insurers. Verisk traces its history to Insurance Services Office, a nonprofit advisory organization founded in 1971 by US P&C insurers. ISO was formed as an association of insurance companies to assist with a variety of insurance use cases, such as reporting to regulators, defining policies, and determining independent premium rates. As the firm expanded its use cases, it became a for-profit company, renamed Verisk, and went public in 2009. Verisk’s single segment (insurance) provides underwriting solutions, including forms, rules, loss costs, and catastrophe modeling. For claims, Verisk’s solutions include property repair estimates and antifraud tools. About 83% of Verisk’s revenue is US-based.

Fidelity National Information Services provides core processing and ancillary services to banks, but its business has expanded over time. By acquiring SunGard in 2015, the company now provides record-keeping and other services to investment firms. With the acquisition of Worldpay in 2019, FIS was providing payment processing services for merchants and holding leading positions in the United States and United Kingdom. But the company sold off a majority interest in Worldpay and now has only a minority stake.

Founded in 2012, Affirm is a market leader in the buy-now, pay-later space with around $36 billion in transaction volume in fiscal 2025. Affirm offers both zero-interest financing, which is merchant subsidized, and interest-bearing loans, which function as personal loans that are approved on a per-transaction basis. Over 70% of Affirm's transaction volume comes from its interest-bearing loans, which also comprise the majority of its revenue. Affirm operates in the United States, which accounted for more than 95% of its revenue in 2025, but the firm has also expanded to Canada and the United Kingdom.

Along with Experian and TransUnion, Equifax is one of the leading credit bureaus in the United States. Equifax’s credit reports provide credit histories on millions of consumers, and the firm's services are critical to lenders’ credit decisions. In addition, about 40% of the firm’s revenue comes from workforce solutions, which provides income verification and employer human resources services. Equifax generates about 25% of its revenue from outside the United States.

Aristocrat Leisure is an electronic gaming machine manufacturer that sells machines to pubs, clubs, and casinos. The firm is licensed in all Australian states and territories, North American jurisdictions, and essentially every major country. Aristocrat is one of the top three largest players in the space along with International Game Technology and Light & Wonder. Through acquisitions of Plarium and more recently Big Fish, Aristocrat now derives a significant proportion of earnings from the faster growing mobile gaming business.

IREN Ltd is engaged in data center business powering the future of Bitcoin, AI and beyond utilizing renewable energy. Bitcoin mining operations generate revenue by earning Bitcoin through a combination of Block rewards and transaction fees from the operation of its Bitcoin miners and exchanging these Bitcoin for fiat currencies such as USD or CAD.

Futu Holdings Ltd is an online broker providing one-stop online investing services. The company provides its services through its digital platform Futu NiuNiu, which includes market data, trading service, and news feed of Hong Kong, Mainland China, Singapore, and the United States equity markets. It generates its revenue in the form of brokerage commission and handling charge services, and interest income.