Sector Report4 min read

Financials: 22 A-Grades, Five Banks Destroying Cash

Payments and exchanges print money. The biggest banks still burn it. Six F-grades are all improving, but from deeply negative baselines.

Aureus Research·Aug 7, 2026

The Split That Defines This Sector

Financials has the widest performance gap of any sector we track. CME Group sits at 62.9% FCF margin. Citigroup sits at -87.0%. That's a 150-percentage-point spread between the best and worst performers in the same sector.

The median FCF margin is 19.5%, which looks healthy until you realize it's being propped up by payments processors and exchanges while the bulge bracket banks drain the average. Twenty-two companies earn A-grades. Six earn F-grades. Nothing in between except one lonely B.

This is a sector with no middle class.

What Works: Asset-Light, Fee-Heavy Models

The top five FCF margins all come from companies that don't carry balance sheet risk the way traditional banks do. CME runs exchanges. Visa and Mastercard process payments. Capital One and Schwab have retail-focused models with cleaner unit economics than their investment banking peers.

CME's 62.9% margin reflects what happens when your business model is collecting fees on other people's trades. No loan loss provisions. No capital requirements eating into cash generation. Just recurring revenue from market infrastructure.

Visa at 51.7% and Mastercard at 48.3% follow the same playbook. They sit between buyers and sellers, take a cut, and generate cash without holding credit risk. Both are graded A. Visa's trend is stable. Mastercard's is declining, which matters but hasn't yet threatened the core margin strength.

Capital One's 47.5% margin is the outlier here. It's a bank with actual loan exposure, but its credit card focus and direct-to-consumer model avoid the complexity and capital intensity that plague larger institutions. The trend is improving, which suggests the FCF machine is accelerating.

Schwab rounds out the top five at 35.3%. When we last looked at financials in early July, Schwab was already showing strength. The improving trend continues. Fee-based wealth management converts well to cash when rates stabilize and trading volumes hold.

What Doesn't: Balance Sheet Complexity and Capital Requirements

The bottom five FCF margins all belong to bulge bracket banks: Citi, Goldman, JPMorgan, Morgan Stanley, Wells Fargo. Every single one carries an F-grade. Every single one shows an improving trend.

That second point is important. These aren't permanent basket cases. They're all moving in the right direction. But they're starting from baselines so negative that improvement still leaves them deep in FCF deficit territory.

Citi's -87.0% margin means it's burning nearly as much cash as it generates in revenue. Goldman at -86.9% and JPMorgan at -81.3% are in similar positions. Morgan Stanley and Wells Fargo are less severe but still deeply negative.

Why? Because running a global investment bank requires holding massive amounts of capital against regulatory requirements. Trading desks tie up cash. Loan portfolios require reserves. Compliance costs are embedded in every line of business. The revenue shows up on the income statement, but the cash conversion is terrible.

Bank of America is the sixth F-grade at 7.6%. That margin is technically positive but still fails the 15% threshold for an A in this sector. It's improving, like the others, but hasn't yet hit escape velocity.

The Trend Story: 16 Improving, 7 Declining

Sixteen companies in this sector show improving FCF trends. Seven are declining. Six are stable. The improving cohort includes all six F-grades, which tells you the banks are fixing their cash conversion issues even if the absolute levels remain poor.

The declining trends are more interesting because they're happening at strong companies. CME, Mastercard, MetLife, Coinbase, Travelers, Progressive, and Aon all carry A-grades but show deteriorating FCF trajectories.

CME's declining trend from a 62.9% baseline isn't an emergency, but it's worth watching. When your margin is that high, there's only one direction to go. The question is whether this is normal volatility or the start of structural compression.

Mastercard's decline matters more. Payments networks should be compounding machines. A declining trend at 48.3% suggests something in the business model is shifting. Could be investment spend. Could be competitive pressure. Either way, it's a yellow flag.

Progressive's decline is particularly notable because it sits right at the sector median (19.5%). Insurance companies should be generating steady cash. When that steadiness breaks, it usually means underwriting discipline is slipping or claims are running hot.

The Debt Picture: Misleading at Sector Level

Average debt-to-FCF of 5.5x looks manageable until you realize this metric doesn't work for banks the way it works for other sectors. Banks borrow as part of their business model. Their debt isn't operational leverage in the traditional sense. It's inventory.

For non-bank financials, the debt ratios are cleaner to interpret. Payments processors carry minimal debt relative to FCF because they don't need to. Exchanges and asset managers operate with strong balance sheets because their capital requirements are low.

The banks distort the sector average, but even within their cohort, the debt levels aren't the problem. The problem is that they're not generating enough free cash flow to make the denominator meaningful.

What This Sector Tells You About Capital Efficiency

Financials is a masterclass in business model selection. Asset-light beats asset-heavy. Fee-based beats balance-sheet-intensive. Predictable beats complex.

Twenty-two A-grades might seem like sector health, but it's really just a handful of exceptional business models carrying the average. Strip out the top ten performers and this sector looks much weaker.

The improving trends at the bottom suggest the banks are working through their cash conversion issues. But working through and solving are different things. Until those F-grades cross into positive territory, they remain structural cash destroyers in a sector otherwise defined by cash generation excellence.

If you're picking financials exposure, you're choosing between two entirely different asset classes: the fee machines that print cash with minimal capital, and the balance sheet monsters that generate revenue but struggle to turn it into cash you can actually use.

Get our best analysis

Free cash flow insights and stock grades, delivered to your inbox.

A

Aureus Research

Data-driven analysis grounded in free cash flow fundamentals. Every grade, every insight, backed by real numbers from public financial statements.

financialssector-reportFCF-marginpaymentsbanking