Hynexly

Market & Macro

Bank Earnings: When Two Correct Calculations Disagree

Read bank earnings from revenue to net income. A BAC–Citi worked example separates growth rates, profit dollars, provisions and the attribution line.

Hynexly Research
6 min readMethodology
bank earningsJPMorgan ChaseBank of AmericaCitigroupfinancial statements
Conceptual ledger path from revenue through costs, provisions, tax and profit attribution; heights are not proportional to amounts.
Conceptual ledger path from revenue through costs, provisions, tax and profit attribution; heights are not proportional to amounts.

Open a bank earnings release and resist the urge to pick a winner from the first percentage. In the worked example below, Citi has the wider gap between revenue and expense growth. Bank of America adds more dollars after operating expenses. Both calculations are correct. They answer different questions.

First, decide what you are trying to measure

The practical starting point is a profit bridge: copy matching periods, subtract expenses, and keep going until the result agrees with reported net income. Ratios become more useful once you can explain the dollars underneath them.

QuestionStart hereDo not substitute
What did the company report?
Income statement and adjustment reconciliation
An unlabeled adjusted headline
How much growth survived costs?
Revenue increase less expense increase
A gap between growth percentages
Did borrowers perform better?
Matched loan-loss and portfolio series
A smaller total provision alone

This is an accounting reading method, not a forecast or a bank-quality score. It will help you find an omitted line. It cannot tell you which stock offers the best return.

Label the adjustment before doing the comparison

JPMorgan reported EPS of $7.70. Its release attributes $1.27 to a Visa gain and $0.29 to equity-investment gains, leaving $6.14 excluding those significant items. Keep that company-defined adjustment beside the reported figure; do not quietly replace one with the other. JPMorgan earnings release.

An exclusion is not a certificate of recurring earnings. Trading conditions, credit costs and taxes still affect the remainder. The JPMorgan analysis follows that narrower question. Here, we will use unadjusted consolidated income-statement amounts for BAC and Citi, without claiming the two businesses are fully normalized or identical.

Copy the same columns, then subtract

BAC filing fields reflowed into matching prior-year and current-year columns, from revenue through net income.
BAC filing fields reflowed into matching prior-year and current-year columns, from revenue through net income.

Source evidence: BAC earnings release, printed page 14, published 2026-07-14, reviewed 2026-09-23. Selected original GAAP numerical fields reflowed for readability; not an original-layout screenshot. Q2 2026 versus Q2 2025; USD millions.

The revenue line is already net of interest expense. Do not deduct that expense again. Noninterest expense and provision remain separate deductions. Use the same quarter in both columns, rather than mixing a quarterly amount with a year-to-date total.

At BAC, subtracting the expense increase from the revenue increase leaves $2,671M before the change in provision. Repeating the calculation for Citi leaves $2,460M. These are changes in dollars, not margins, and neither amount is yet the change in net income.

Now ask the percentage question. Divide each bank's revenue increase by its own prior-year revenue; divide the expense increase by its own prior-year expense; subtract the resulting growth rates. The gap is 6.59 percentage points for BAC and 9.60 percentage points for Citi.

Separate comparisons show Citi's wider growth-rate spread and BAC's larger revenue-minus-expense dollar increase.
Explanation: Hynexly calculations from BAC's release and Citi's supplement. Top: revenue growth minus expense growth, percentage points. Bottom: revenue increase minus expense increase, USD millions. Q2 2026 versus Q2 2025. Separate zero-based scales; neither chart is a bank-quality ranking.

Citi leads on the growth-rate gap because that calculation uses different starting bases. BAC leads on added dollars before provisions. There is no contradiction to resolve by choosing a favorite metric. Write down the question first. The BAC revenue guide also explains why income categories and business segments must not be added as if they were independent revenue streams.

Do not stop at pretax profit

Citi's original numerical fields include tax and noncontrolling interests before the final net-income line.
Citi's original numerical fields include tax and noncontrolling interests before the final net-income line.

Source evidence: Citi financial supplement, printed page 2, published 2026-07-14, reviewed 2026-09-23. Selected original numerical fields reflowed, not an original-layout screenshot. Q2 2026 versus Q2 2025; USD millions. Total provision includes credit losses, benefits and claims.

The following bridge uses changes, not the full expense balances. A positive sign adds to the year-over-year profit increase; a negative sign reduces it. Each subtotal replaces the rows above it rather than adding to them.

Change in USD millionsBACCiti
Revenue increase
+4,115
+3,098
Less operating-expense increase
−1,444
−638
Before provision: subtotal
+2,671
+2,460
Benefit from lower total provision
+226
+350
Pretax-income increase: subtotal
+2,897
+2,810
Less tax-expense increase
−993
−819
Less increase attributable to noncontrolling interests
Not a separate line in this bridge
−179
Net-income increase: result
+1,904
+1,812

Derived reconciliation: current quarter minus the same prior-year quarter, using the source fields above. The final row agrees with each company's net-income change. This bridge does not reconcile earnings available to common shareholders or EPS.

Citi's attribution line is easy to skip. It represents profit belonging to minority owners in consolidated subsidiaries, not another operating expense. Omitting it leaves a result that does not match Citigroup's net income.

EPS needs another reconciliation: earnings available to common shareholders and the applicable weighted-average share count. Dividing this bridge's net income by period-end shares would not reproduce that calculation. Keep the finish line explicit.

A smaller provision can hide a different credit story

Citi's total provision fell $350M, but its realized loan net credit losses rose $170M and its loan provision rose $126M. The total and the loan-only lines cover different things. The Citi credit breakdown follows those components; a favorable total alone does not establish healthier borrowers.

Nor can you rank JPMorgan's 3.34% Card Services net charge-off rate against BAC's 0.47% consolidated ratio. One describes cards; the other covers a broader loan book. Compare a consistently defined portfolio with its own history before making a credit judgment.

The profit bridge also leaves capital needs, business mix and future investment unresolved. A bank can improve short-term conversion while postponing necessary spending. A larger dollar increase may reflect size; a wider growth gap may reflect an easier starting point. Neither settles valuation. For the related amount-versus-share distinction, see the Goldman revenue analysis.

Leave a worksheet for the next filing

Copy into your notesCheck before drawing a conclusion
Matching income-statement periods
Same units and accounting basis; no missing attribution line
Reported and adjusted results
Which items changed, and what the adjustment still leaves exposed
Dollar bridge and growth-rate gap
Different questions, clearly labeled denominators
Loan losses, provision and capital
Matching portfolios; enough capital and spending to support growth

The published calendars list JPMorgan and Citi for 2026-10-13 and BAC for 2026-10-14; dates can change. Rebuild the worksheet when the releases arrive. A restatement, an omitted line or a changed definition requires revising the calculation, not defending the previous ranking.

The useful habit is simple: do not stop until the arithmetic reaches the profit line you actually meant to explain.

Sources and calculation notes

Primary releases were rechecked on 2026-09-23. The worked comparison uses Q2 2026 and Q2 2025 consolidated amounts. Growth gaps use unrounded input values and are rounded only at the end. They are not changes in profit margin. This method is not a backtested prediction of earnings or share returns.

Source calendar links: JPMorgan, Bank of America, Citi. Filing links beside the evidence panels allow readers to inspect the original context.

AI assisted with research organization, deterministic visuals and bilingual checks. Hynexly's owner-operated desk retains editorial responsibility. This is general information, not individualized investment advice.

Frequently Asked Questions

Copy matching income-statement periods, label any company adjustments, and reconcile changes from revenue to net income before interpreting ratios.

No. It is a percentage-point gap between growth rates with different prior-year denominators, not a change in margin.

Not necessarily. Provision expense and realized net credit losses are different measures, and a total provision may contain more than loans.

Sources & evidence

Primary references cited or linked in this analysis. Click through to read each source in full.

  1. 01JPMorgan Q2 2026 earnings release, July 14
  2. 02Bank of America Q2 2026 earnings release, July 14
  3. 03Citi Q2 2026 financial supplement, July 14
  4. 04JPMorgan 2026 earnings calendar
  5. 05Bank of America 2026 reporting dates
  6. 06Citi investor calendar

Continue the research

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Original conceptual diagram separating income categories from business segments; Global Markets includes net interest income.

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