Indian Banking: Franchise Quality, Funding and the Credit Cycle

Original Lens and publication context

Comprehensive Analysis: PSU Banks, Private Banks, JP Morgan and Goldman Sachs

• India's banks enter FY2025 from the strongest position in two decades: the twin-balance-sheet problem is resolved, PSU gross NPAs have fallen from a 14.6% peak in FY18 to 3.84% in FY24, and the debate has moved from solvency to NIMs, CASA and credit normalisation.
• FY24 system credit grew 16.3%, the fastest in over a decade, while deposits grew about 13%, pushing credit-deposit ratios up; the RBI's February 2025 cut to 6.25% starts an easing cycle expected to deliver 50–75 bps, and credit growth should moderate to 13–15%.
• Private banks hold about 38% of system credit but command disproportionate market value on franchise quality: the private-sector average ROA is 1.72% against 0.88% for PSUs, NIM 4.51% against 3.03%, and the segment splits into top-tier franchises, mid-cap growth banks and distressed-to-recovery plays.
• The global benchmark makes scale the decisive moat: the universal-bank model earned USD 49.6 billion in CY2023 at 17% ROE, more than the 17 Indian banks covered combined, while the investment-banking-led model wound down consumer banking at 7.5% ROE.
• Position: India banking is a structural overweight in EM portfolios, private over PSU as a rule with the best-run large and mid-size PSU franchises as value anomalies; avoid distressed-to-recovery private banks and banks with over 5% MFI exposure, where credit costs could rise 30–50 bps.

Data as of FY2024 (Indian Banks); CY2023 (JP Morgan, Goldman Sachs); macro references as of early 2025

Executive Summary

India's banking sector enters FY2025 from a position of structural strength unmatched in the past two decades. The twin-balance-sheet problem that paralysed credit growth from FY16 through FY21 is resolved. Gross NPA ratios across public sector banks have compressed from a peak of 14.6% in FY18 to a weighted average of 3.84% in FY24 — a structural inflection driven by the IBC framework, NARCL, and aggressive provisioning cycles. Private sector banks, meanwhile, have emerged as the high-quality alpha generators of the sector: ICICI Bank's ROA of 2.38% and Kotak Mahindra's CAR of 22.26% illustrate the franchise strength that market re-ratings over the past three years have already priced in.

The NPA cycle is over. The debate now is on NIM trajectory, CASA retention, and the pace of credit normalisation — not solvency.

JP Morgan Chase reported a record net income of USD 49.6 billion in CY2023, with an ROE of 17% — exceeding most Indian private sector peers. Goldman Sachs, in contrast, posted a challenging year: the strategic retreat from consumer banking (Marcus) and subdued M&A activity delivered an ROE of just 7.5%, well below its historical 15%+ average. The contrast between the two US majors underscores that in global banking, franchise diversification and balance sheet scale are decisive competitive moats.

The near-term macro environment for Indian banks is shaped by: (1) the RBI's measured easing cycle, opened with a 25 bps cut in February 2025; (2) system liquidity normalisation after a prolonged deficit; (3) tightened regulatory guardrails on unsecured lending risk weights and LCR norms; and (4) credit growth moderating to 13-15% YoY from the 16%+ of FY24. The sector is not expensive on an absolute basis — PSU banks trade at 0.8x to 1.8x book — but earnings quality differentiation is widening.

1. Indian Macro & Banking Backdrop

1.1 — ECONOMIC ENVIRONMENT

India's GDP growth moderated to 6.4% in FY25E from 8.2% in FY24, reflecting a slowdown in urban consumption and some softening in government capital expenditure in an election year. However, the medium-term structural story remains intact: demographics, formalisation via GST/UPI, and a manufacturing push through PLI schemes continue to drive credit demand above nominal GDP growth levels. The RBI initiated an easing cycle in February 2025 with a 25 bps repo rate cut to 6.25%, signalling that the peak of the rate tightening cycle is behind us.

1.2 — CREDIT GROWTH & DEPOSIT DYNAMICS

System credit growth in FY24 was 16.3% YoY — the highest in over a decade — driven by retail loans (home, auto, personal), MSME, and an uptick in corporate capex lending. Deposit growth lagged credit at ~13%, creating a structurally tighter liquidity environment and pushing Credit-Deposit (CD) ratios to elevated levels, particularly for HDFC Bank post-merger (~105%). RBI's focus has consequently shifted to compelling banks to mobilise deposits, with the HDFC Bank CD ratio under close watch.

2. Public Sector Bank Analysis

2.1 — SECTOR OVERVIEW

Public sector banks — controlling ~60% of system assets — have undergone the most dramatic turnaround in Indian banking history. The government's ₹3.17 lakh crore recapitalisation programme (FY18-FY22), combined with IBC-led resolution and aggressive write-offs, has reset balance sheets. Capital adequacy ratios are comfortably above regulatory minimums across the board, NPA provisioning is conservative, and return metrics are at decade-highs. The sector is profitable, not merely recovering.

SBI's FY24 PAT of ₹61,077 Cr makes it one of the most profitable banks in Asia. The recapitalisation dividend is being collected — finally.

2.2 — FINANCIAL SUMMARY: PSU BANKS — FY2024

2.3 — BANK-BY-BANK ASSESSMENT

State Bank of India: SBI is the undisputed franchise anchor of Indian banking. GNPA at 2.24% is at a structural low. PAT of ₹61,077 Cr is a record. The bank's low-cost CASA franchise (41.9%) and granular retail book provide NIM resilience. Key risk: significant exposure to government securities makes it rate-sensitive. Capital adequacy at 14.28% is the lowest in the peer set — watch for dilution risk in FY26.

Punjab National Bank: PNB's turnaround is structural but incomplete. GNPA compressed from 14.5% (FY19) to 4.09% (FY24) — trajectory is strong. However, ROE of 10.89% is sub-cost-of-equity. Merger integration of United Bank and Oriental Bank is complete. IT infrastructure investment is the next critical spend.

Bank of Baroda: Best-managed large PSU bank post-merger (Vijaya + Dena). GNPA at 2.92% is approaching private sector territory. International book (Middle East, UK, US) adds revenue diversity. ROA of 1.15% is the highest among PSU peers (ex-SBI).

Canara Bank: Strong CASA base being rebuilt. GNPA at 4.23% remains elevated but slippages have slowed. Domestic retail push gaining traction. ROE of 18.41% is impressive — reflects prior aggressive provisioning now reversing through writeback.

Union Bank of India: Highest GNPA in mid-PSU segment at 4.76%. Amalgamation of Andhra Bank and Corporation Bank is complete. Branch network one of the widest in the system. Incremental slippages are under control — FY25 should see further NPA compression.

Indian Bank: Standout: NNPA at 0.43% is the lowest in the PSU segment — reflecting highly conservative provisioning. Allahabad Bank merger well executed. South India franchise provides strong CASA and retail granularity.

Bank of India: International book (25%+ of assets) is a structural differentiator but also a credit risk. GNPA of 4.98% is the highest in our coverage. Domestic franchise recovering. ROE of 13.12% needs improvement.

Central Bank of India: Laggard. ROE of 8.31% is significantly below cost of equity. GNPA at 4.50% and NNPA at 1.23% indicate residual stress. High CASA ratio (49.2%) is the one structural positive — low-cost deposit franchise is undermonetised.

3. Private Sector Bank Analysis

3.1 — SECTOR OVERVIEW

India's private sector banks have been the architects of modern retail banking — pioneering digital channels, building granular loan books, and demonstrating superior asset quality through multiple credit cycles. The segment accounts for ~38% of system credit but commands disproportionate market capitalisation, reflecting franchise quality, ROE visibility, and management credibility. Within the segment, a clear bifurcation is visible: the top-tier franchise banks (HDFC, ICICI, Axis, Kotak) vs the mid-cap growth banks (IndusInd, Federal, IDFC First) and the distressed-to-recovery plays (Yes Bank, Bandhan).

ICICI Bank's ROA of 2.38% is not a single-year outlier — it reflects a complete structural transformation of the franchise since FY19.

3.2 — FINANCIAL SUMMARY: PRIVATE BANKS — FY2024

3.3 — BANK-BY-BANK ASSESSMENT

HDFC Bank: Post-HDFC Ltd merger, the bank's balance sheet nearly doubled — creating India's largest private lender by assets. The integration is the defining execution challenge of the next 2-3 years. LDR at ~105% must come down; aggressive deposit mobilisation is underway. NIM compressed 20-30 bps post-merger due to the mortgage-heavy book. Core franchise quality — fee income, digital adoption, network depth — remains unmatched.

ICICI Bank: The most complete turnaround story in Indian private banking. ROA of 2.38% with GNPA of 2.16% — both metrics represent decade-bests. The 360-degree customer proposition (savings, loans, insurance, investments through subsidiaries) creates a capital-light monetisation engine. The clearest earnings visibility among large-cap peers.

Axis Bank: Citibank India integration tracking well — NRI franchise and premium card portfolio add significant value. ROE improvement to 17.5% is the best trajectory in the mid-large segment. Cost-to-income improvement via operating leverage is the key earnings driver. Max Life Insurance stake value is a significant embedded optionality.

Kotak Mahindra Bank: India's highest-quality capital buffer bank — CAR at 22.26% provides enormous M&A or credit expansion optionality. NIM of 5.02% is the best among large-cap banks. The MD succession question (post-Uday Kotak's regulatory-mandated exit) is the single biggest overhang. Premium valuations in this segment are at risk if earnings guidance disappoints.

IndusInd Bank: MFI book exposure (~7-8% of total loans) is under stress — PAR rising in bottom-of-pyramid lending. Core retail franchise (vehicle finance, consumer, corporate) remains robust. ROA of 2.01% is strong. If MFI slippages are contained in FY25, the current discount to large-cap peers (~11x P/E vs 20x) is the variable to watch.

Yes Bank: The rescue is complete; the recovery is not. ROE of 5.9% is well below the 15%+ cost of equity. SBI's stake (26%) creates strategic uncertainty. The bank's ability to grow CASA from 30.8% is critical to NIM recovery. Strategic investor outcome is the next binary event.

Federal Bank: A steady, well-managed franchise — South India CASA dominance and NRI remittance moat provide structural deposit cost advantage. ROA of 1.37% is healthy. NIM at 3.17% is expandable. The catalyst for re-rating: ROE crossing 15%+ on a sustained basis.

IDFC First Bank: The highest NIM in our coverage at 6.38% reflects unsecured/MSME/microfinance concentration. Transformation from infrastructure lender to retail bank is credible but the balance sheet mix carries elevated credit cost risk. Capital raise in FY25 is likely given the growth ambition.

Bandhan Bank: MFI roots create both its NIM advantage (8.5%) and its Achilles heel — GNPA at 4.22% reflecting micro-borrower stress post-COVID. CASA improvement to 39.4% is the most important structural development. Geographically concentrated in Eastern India — climate and political risk factor. The NIM cushion is formidable.

4. Global Benchmark: JP Morgan Chase & Goldman Sachs

4.1 — JP MORGAN CHASE — CY2023

JP Morgan Chase reported record results in CY2023: net revenue of USD 162.4 billion, net income of USD 49.6 billion, and ROE of 17%. The performance was driven by three factors: (1) the interest rate tailwind — NII surged to USD 89.3 billion as higher Fed Funds rate expanded deposit spreads; (2) the acquisition of First Republic Bank (May 2023) at highly favourable terms, immediately accretive to EPS; and (3) resilient fee income from the Asset & Wealth Management division despite sluggish M&A volumes. CET1 ratio stood at a robust 15.0%, well above the 12.5% GSIB requirement.

JP Morgan's USD 49.6 Bn net income in CY2023 is more than the combined PAT of all 17 Indian banks in our coverage. Scale is the ultimate moat in global banking.

4.2 — JP MORGAN: SEGMENT REVENUE BREAKDOWN

4.3 — GOLDMAN SACHS — CY2023

Goldman Sachs navigated its most strategically disruptive year in decades. The 2019-2022 consumer banking experiment (Marcus) — which accumulated USD 4+ billion in cumulative losses — was formally wound down. The transaction banking and embedded finance businesses were partially divested or restructured. Net income of USD 8.5 billion reflected a 24% decline YoY, with ROE compressed to 7.5% — a number that CEO David Solomon acknowledged as unacceptable given the firm's 15%+ historical target. The firm's core franchises — FICC (Fixed Income, Currencies, Commodities) and Equities — remained industry-leading, but subdued M&A and IPO activity meant Investment Banking fees were at a decade-low.

Goldman Sachs proved what every institutional investor suspected: consumer banking is not a Goldman franchise. The Marcus retreat was painful but strategically necessary.

4.4 — GOLDMAN SACHS: SEGMENT BREAKDOWN

4.5 — INDIA VS GLOBAL: COMPARATIVE RATIO ANALYSIS

5. Risk Analysis

MFI / Microfinance Segment Stress [HIGH]

System-wide over-leveraging at the bottom of the income pyramid is producing rising PAR (Portfolio at Risk) across MFI lenders. Banks with >5% MFI exposure face elevated credit cost risk in FY25. The trigger was post-COVID debt relief misuse and multiple-lender exposure without borrower credit bureau discipline.

RBI LCR Draft Norms [MEDIUM-HIGH]

The proposed revision to Liquidity Coverage Ratio norms would assign higher run-off rates to retail digital deposits. If implemented as drafted, NIM compression of 5-15 bps is likely for digitally-heavy private banks. HDFC Bank and ICICI Bank are disproportionately exposed given their high digital deposit share.

HDFC Bank LDR Elevated [MEDIUM]

Post-merger Credit-to-Deposit ratio of ~105% is above RBI's comfort level. The bank is in deposit mobilisation mode — aggressive FD rates are being offered, which pressures funding cost. NIM recovery to pre-merger levels (4.1%) may take 6-8 quarters.

Global Rate Environment [LOW-MEDIUM]

DM central bank easing (Fed, ECB) is structurally positive for Indian capital flows and currency stability. The risk is a re-acceleration of US inflation forcing a hawkish reversal — this would tighten global liquidity and hit EM currencies including INR.

Project Finance / Infra Provisioning [MEDIUM]

RBI's proposed harmonised project finance guidelines mandate higher provisioning during construction phase. PSU banks with large infra books (SBI, PNB, BOI) face incremental credit cost headwind. Net impact estimated at 10-20 bps on credit cost for affected lenders.

Geopolitical Risk — Export Credit [LOW]

Indian banks' cross-border exposure is limited (~3-5% of assets for PSU banks). However, escalation in Middle East tensions could affect NRI remittance flows — the structural deposit base of South India private banks (Federal Bank, South Indian Bank).

6. Valuation & Positioning

6.1 — VALUATION SUMMARY

6.2 — HIGH-CONVICTION POSITIONS

TOP BUY: Large private banks: Best risk-reward in Indian banking. Best-in-class ROA 2.38%, GNPA 2.16%, earnings visibility high. Subsidiary value (insurance and broking arms) is material and unlocking.

TOP BUY: Large PSU banks: Best risk-adjusted profile in the PSU space. Best-in-class GNPA approaching private sector territory at 2.92%. International books provide revenue diversification.

TOP BUY: Mid-size PSU banks with clean books: Deeply undervalued relative to asset quality. Best-in-class NNPA of 0.43% is the lowest in the PSU segment. South India franchise + conservative management = consistent compounder.

AVOID: Distressed-to-recovery private banks: ROE of 5.9% at the weakest franchise is sub-cost of equity. Strategic uncertainty (SBI stake, investor exit) overhang is live. P/E of 43.2x is unjustifiable on fundamentals. The structural franchise remains fragile.

AVOID (relative): Investment-banking-led global franchises: Within global peer comparison, the investment-banking-led model is in strategic transition with ROE at 7.5%. The diversified universal-bank model at similar P/E multiple but 17% ROE is the clearly superior risk-adjusted bet in the global banking space.

7. Sector Outlook — FY2025E

Indian banking enters FY2025 with structural tailwinds intact and manageable near-term headwinds. The RBI easing cycle — expected to deliver 50-75 bps of cumulative cuts through FY25 — will compress MCLR-linked loan yields with a 1-2 quarter lag, but simultaneously reduce funding costs and support economic activity. Credit growth is expected to moderate to 13-15% YoY, driven by retail and MSME, with corporate capex lending gradually reviving as the election-year overhang clears.

The Indian banking sector in FY2025 is a story of earnings quality differentiation, not a systemic NPA event. Pick the franchises, not the sector.

The MFI/microfinance segment is the single largest risk cluster for FY25 — overleveraged borrowers in rural India are producing PAR deterioration that will hit credit costs of exposed lenders by 30-50 bps. Banks with zero or sub-3% MFI exposure are largely insulated.

Globally, the pivot to rate cuts in the US and Europe will compress net interest margins for JP Morgan and Goldman Sachs in 2024-25, reversing the 2022-23 NII tailwind. JP Morgan has guided for NII moderation; Goldman Sachs's recovery depends on M&A and ECM volumes returning — a 2024 inflection was expected but execution remained uncertain.

Bottom line: India banking is a structural overweight in EM portfolios. Within India, private sector banks over PSU as a category rule applies with exceptions — the best-run large and mid-size PSU franchises are the value anomalies in the PSU space. For global banking, the diversified universal-bank model remains the quality anchor; the investment-banking-led model is a mean-reversion trade with multiple catalysts in 2024-25 but not a low-risk position.