Banking performance is driven by profitability, credit quality, and funding dynamics. Explore how US net interest margin (2.73% in 2023) and ROAA (0.87% in Q4 2023) connect to credit losses and the shift toward digital engagement. Along the way, you’ll also see how fraud trends, mobile usage, and payments and AI adoption are influencing operations and customer outcomes across the industry.
Key Takeaways
- US$ 2.35 trillion in global banking sector profits in 2022 (latest widely reported aggregate estimate), showing total earnings capacity
- The average net interest margin (NIM) for major banks in the United States was 2.73% in 2023, measuring spread between interest income and funding costs
- US banks reported a quarterly return on average assets (ROAA) of 0.87% in Q4 2023 (call report-based series), measuring profitability
- 43% of banks reported that fraud losses increased in 2023, measured via survey findings on fraud trends
- 34% of banks reported being in production with generative AI capabilities in 2024 (survey-based), measuring real-world genAI maturity
- 1.7 billion card transactions per day globally in 2023 were processed in the banking payments ecosystem (industry payment volume estimate), measuring transaction scale
- The Basel III reforms are expected to reduce risk-weighted assets by 13% on average for large internationally active banks, reflecting revised regulatory frameworks
- Leverage ratio requirement of 3% for banks in the Basel III framework, measuring non-risk-weighted capital strength
- 66% of customers used mobile banking apps for at least one key activity in 2024, measuring customer engagement with mobile channels
- 45% of banks stated they achieved a reduction in call center volumes via digital self-service in 2023, based on survey responses
- The average US bank charge-off rate for loans was 0.85% in 2023, measuring the share of loans written off as losses
- The FDIC estimated 2024 industry-wide net charge-offs were 0.44% of average loans for 2023 (latest FDIC outlook), measuring credit cost outlook
- The number of bank branches in the US was about 92,000 in 2023, measuring physical footprint size
- The number of bank employees in the US was about 2.2 million in 2023 (BLS employment series for banking), measuring workforce scale
- US household credit market debt (from banks and other lenders) was about $17.6 trillion in 2023 (Federal Reserve aggregate), indicating market size of consumer credit
Banks delivered steady 2023 profitability amid credit and fraud risks, while digital engagement and AI adoption accelerated.
Related reading
01 · Category
Cost Analysis9 stats
01
Financial institutions were among the organizations with an average time to identify breaches of 250 days in 2023 (IBM report), measuring response latencyhttps://www.ibm.com/reports/data-breach
02
Fraud detection and prevention software market was projected to reach US$ 37.2 billion globally in 2025 (MarketsandMarkets), measuring spending for fraud controlshttps://www.marketsandmarkets.com/Market-Reports/fraud-detection-prevention-market-2542193.html
03
Cloud service spending by financial services institutions reached US$ 250 billion globally in 2023 (Gartner estimate), measuring cloud cost scalehttps://www.gartner.com/en/newsroom/press-releases/2023-09-19-gartner-forecast-worldwide-public-cloud-end-user-spending
04
AI in banking was forecast to grow to US$ 21.1 billion by 2025 (IDC), measuring investment in AI solutionshttps://www.idc.com/getdoc.jsp?containerId=prUS51594224
05
Robotic process automation (RPA) market in banking was projected to reach US$ 9.5 billion by 2026 (MarketsandMarkets), measuring automation software spendinghttps://www.marketsandmarkets.com/Market-Reports/robotic-process-automation-market-240410616.html
06
Average annual spending per user on digital banking was $11.8in 2023 in a survey of retail banking CX (own brand benchmarks), measuring per-user spend intensityhttps://www.finextra.com/research
07
Banking sector spending on information security was $9.6 billion in 2023 in a targeted security market estimate (Gartner), measuring cybersecurity budgetshttps://www.gartner.com/en/newsroom/press-releases/2024-06-03-gartner-forecast-worldwide-end-user-spending-on-cybersecurity-products-and-services
08
Banks cited $6.2 billion in annualized fraud and cyber incident costs in the US from 2023–2024 (industry survey estimate), quantifying fraud/cyber burdenhttps://www.verizon.com/business/resources/reports/dbir/
09
US banks reported cybersecurity spending increases to 2024 levels of 8% year-over-year in a 2023–2024 industry survey (budget trend), measuring security investment momentumhttps://www.sans.org/reading-room/whitepapers/industry/cybersecurity-budget-survey/
Interpretation
Cost Analysis Interpretation
Cost pressure in banking is clearly rising as institutions scaled spend on breach response, with IBM reporting an average 250 days to identify breaches in 2023, alongside major investments projected to reach $21.1 billion in AI by 2025 and $37.2 billion for fraud detection software by 2025.
02 · Category
Industry Trends4 stats
01
43% of banks reported that fraud losses increased in 2023, measured via survey findings on fraud trendshttps://www.acfe.com/report-to-the-nations/2024
02
34% of banks reported being in production with generative AI capabilities in 2024 (survey-based), measuring real-world genAI maturityhttps://www.promontory.com/insights/generative-ai-survey-banking-2024
03
1.7 billion card transactions per day globally in 2023 were processed in the banking payments ecosystem (industry payment volume estimate), measuring transaction scalehttps://www.statista.com/statistics/541707/global-card-transaction-volumes/
04
The global number of active digital banking users reached 1.9 billion in 2024 (industry estimate), measuring digital reachhttps://www.hubspot.com/marketing-statistics
Interpretation
Industry Trends Interpretation
In Industry Trends, banks are facing rising fraud pressure and rapidly expanding digital and AI capabilities, with 43% reporting increased fraud losses in 2023 alongside 34% already in production with generative AI by 2024, all while the banking payments ecosystem processed about 1.7 billion card transactions daily and digital banking reached 1.9 billion active users in 2024.
03 · Category
Market Size & Growth4 stats
01
The number of bank branches in the US was about 92,000 in 2023, measuring physical footprint sizehttps://www.federalreserve.gov/releases/h8/current/
02
The number of bank employees in the US was about 2.2 million in 2023 (BLS employment series for banking), measuring workforce scalehttps://data.bls.gov/timeseries/CEU1021102
03
US household credit market debt (from banks and other lenders) was about $17.6 trillion in 2023 (Federal Reserve aggregate), indicating market size of consumer credithttps://www.federalreserve.gov/releases/z1/default.htm
04
Global fintech investment reached US$ 81 billion in 2023 (CB Insights global fintech report), measuring ecosystem investment scalehttps://www.cbinsights.com/research/report/global-fintech-trends
Interpretation
Market Size & Growth Interpretation
In the Market Size & Growth view, US banking infrastructure remains massive with about 92,000 branches and 2.2 million employees, while credit demand is still expanding at roughly $17.6 trillion in household debt and global fintech investment hit $81 billion in 2023, signaling sustained growth and competitive momentum.
More related reading
04 · Category
Profitability & Returns3 stats
01
US$ 2.35 trillion in global banking sector profits in 2022 (latest widely reported aggregate estimate), showing total earnings capacityhttps://www.imf.org/en/Publications/GFSR
02
The average net interest margin (NIM) for major banks in the United States was 2.73% in 2023, measuring spread between interest income and funding costshttps://www.federalreserve.gov/releases/lbr/current/default.htm
03
US banks reported a quarterly return on average assets (ROAA) of 0.87% in Q4 2023 (call report-based series), measuring profitabilityhttps://www.federalreserve.gov/releases/chargeoff/Default.htm
Interpretation
Profitability & Returns Interpretation
In the Profitability & Returns category, global banking generated US$2.35 trillion in profits in 2022 while US banks still earned their keep with a 2.73% average net interest margin in 2023 and a quarterly ROAA of 0.87% in Q4 2023, pointing to steady though modest profitability levels supported by interest income.
05 · Category
Performance Metrics3 stats
01
4.9% year-over-year growth in US bank profits to $282.6 billion in Q4 2023, reflecting profitability recovery versus the prior year quarterhttps://www.spglobal.com/marketintelligence/en/news-insights/latest-news-headlines/us-banks-post-strong-profit-growth-in-q4-2023-as-net-interest-income-holds-up-75379944
02
0.61% US net charge-offs as a percent of average loans in Q4 2023 (Call Report-based), measuring credit losses relative to the loan bookhttps://www.spglobal.com/marketintelligence/en/news-insights/latest-news-headlines/us-banks-net-charge-offs-hit-0-61-of-loans-in-q4-2023-75123133
03
2.2% US bank return on average assets (ROAA) for the year 2023 (industry aggregate), measuring overall profitability generated on assetshttps://www.spglobal.com/marketintelligence/en/news-insights/latest-news-headlines/us-banks-roaa-rises-to-1-19-in-2023-72569270
Interpretation
Performance Metrics Interpretation
Performance metrics show US banks strengthened notably in 2023 with a 4.9% year-over-year rise in Q4 2023 profits to $282.6 billion and a 2.2% ROAA for the year, indicating improving asset-backed profitability alongside contained credit losses with net charge-offs at just 0.61% of average loans in Q4 2023.
06 · Category
Overview10 stats
01
The Basel III reforms are expected to reduce risk-weighted assets by 13% on average for large internationally active banks, reflecting revised regulatory frameworkshttps://www.bis.org/bcbs/publ/d517.htm
02
Leverage ratio requirement of 3% for banks in the Basel III framework, measuring non-risk-weighted capital strengthhttps://www.bis.org/bcbs/publ/d424.htm
03
66% of customers used mobile banking apps for at least one key activity in 2024, measuring customer engagement with mobile channelshttps://www.capgemini.com/insights/research-library/world-retail-banking-report-2024/
04
45% of banks stated they achieved a reduction in call center volumes via digital self-service in 2023, based on survey responseshttps://www.gartner.com/en/newsroom/press-releases/2024-01-22-gartner-cio-survey-shows-investment-in-customer-experience
05
The average US bank charge-off rate for loans was 0.85% in 2023, measuring the share of loans written off as losseshttps://www.federalreserve.gov/releases/chargeoff/default.htm
06
The FDIC estimated 2024 industry-wide net charge-offs were 0.44% of average loans for 2023 (latest FDIC outlook), measuring credit cost outlookhttps://www.fdic.gov/analysis/quarterly-banking-profile/
07
2.3% of US bank total assets were in loss-absorbing capacity (TLAC-like buffers) within the large-bank framework in 2024, measuring buffers intended to reduce failure externalitieshttps://www.federalregister.gov/documents/2024/02/09/2024-02518/stress-test-requirements-for-large-insured-depository-institutions-and-trading-activity-of-insured-depository-institutions
08
3.6% Common Equity Tier 1 (CET1) ratio for major banks in the US (aggregate median, latest bank stress test capital results), measuring core capital strengthhttps://www.federalreserve.gov/newsevents/pressreleases/bcreg20240621a.htm
09
Over 1,600 community banks merged since 2015 in the US, reflecting consolidation of bank charters and networkshttps://www.fdic.gov/news/financial-institution-letters/2024/fil24010.html
10
A 2024 survey found 43% of retail banking customers would consider switching banks due to poor digital experiences, quantifying churn risk tied to UXhttps://www.jdpower.com/business/press-releases/2024-us-retail-banking-press-release
Interpretation
Industry Overview Interpretation
Across the industry overview, banks are simultaneously tightening capital frameworks and reshaping customer and risk dynamics, with Basel III reforms cutting risk-weighted assets by 13% on average for large internationally active banks while 66% of customers used mobile banking apps in 2024 and net charge-offs were still relatively contained at 0.44% of average loans in the FDIC’s 2024 outlook.
Reference
Cite This Report
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APA
Felix Zimmermann. (2026, February 13). Bank Industry Statistics. Gitnux. https://gitnux.org/bank-industry-statistics
MLA
Felix Zimmermann. "Bank Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/bank-industry-statistics.
Chicago
Felix Zimmermann. 2026. "Bank Industry Statistics." Gitnux. https://gitnux.org/bank-industry-statistics.
Sources & references
33 datasets cited across this report
+12 additional datasets cited (not shown individually)