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Stripe combines payment acceptance, platform infrastructure and revenue software with banking partners, stablecoin infrastructure and AI-commerce tools. Its scale is substantial, but payment volume, private valuation, revenue and customer balances measure very different things.
Read researchResearch updatedPayment acceptance, platform services and the distinction between volume and retained economics.
Upstart combines automated credit decisions with loan distribution, servicing and its own capital. Its improving 2026 earnings sit alongside material balance-sheet exposure, uneven loan-vintage returns and a conditionally approved bank that has not been verified as operational.
Read researchResearch updatedAutomated underwriting connected to loan distribution, servicing and balance-sheet exposure.
Monarch reports $100 million in ARR and a first acquisition as its product expands. The economics of paid households, data reliability, privacy permissions and the boundary between insight and action define the business.
Read researchResearch updatedSubscription-based financial software examined through paid households, data reliability and privacy.
Company-level research on lending, payment, investment and technology platforms, with affiliated-bank and partner-bank roles distinguished within each profile.
Schwab links retail brokerage, independent-adviser custody, investment products and affiliated banks. Cash migration connects the customer experience to funding costs and earnings.
Fidelity’s integrated platform combines distribution, clearing, custody and asset management. Its private ownership and broad asset totals require careful distinctions between services, revenue and client protections.
IBKR combines global execution, clearing, custody and financing. Its operating scale, cash tiers and ownership structure explain more than its advertised commission schedule.
Robinhood’s economics span transaction revenue, interest and subscriptions. Its expanding legal-entity and product structure makes asset definitions, incentives and protection boundaries especially important.
Vanguard’s fund ownership, brokerage custody, advice and cash products are distinct layers. Its low-cost identity does not remove product fees, conflicts or the need to identify where assets are held.
Avant’s loans, cards, financing transactions and proposed bank combine questions about customer progress, distribution costs and funding resilience. The strategy needs to work for borrowers as well as the platform.
Version note: Added customer-relationship progression, application and service effort, and the commercial tension between product expansion and customer choice.
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