Compiled 2026-09-26Data through 2025-12-312 min read
Dated source-based research · No live market data

Research summary

A research framework for 15 covered financials issuers, with explicit attention to financial comparability.

Industry context

Banks, insurers, exchanges and asset managers earn income through different balance-sheet and fee models. Conventional industrial cash-flow ratios may not be economically comparable.

Covered sample

BRK-B, JPM, BAC, HSBC, GS, C, AXP, SCHW, BLK, IBKR, BX, CB, PGR, COF, CME. Selection favors available recent annual USD disclosures; it is not a market-cap ranking.

Financial evidence

The related sector data notes provide company-level observations for revenue growth, profitability, cash conversion and balance-sheet structure. They show the exact sample and period for every calculation.

Valuation context

Sector medians are descriptive reference points. Different business mixes, fiscal calendars and accounting choices prevent a single sector multiple from establishing fair value.

Risks and uncertainties

Credit losses, deposit pricing, reserve assumptions, market liquidity and regulatory capital.

What to monitor

Net interest income, credit provisions, fee income, underwriting results and capital adequacy.

Sources & dates