How to Analyse Bank Stocks in India

Indian Banking Sector Research Guide

To analyse bank stocks in India, treat the bank as a leveraged balance sheet whose earnings depend on funding quality, underwriting, pricing and capital. Start with deposits and loan mix, then study net interest income, fee income, operating cost, asset quality, provisions, liquidity and capital. A bank can report strong profit while risk is accumulating in new loan vintages, concentrated deposits or under-provisioned exposures.

Updated: July 20, 2026Author: Bull Run Research DeskSector: Banking

A Bank's Business Model Begins with Funding

ModelMain Earnings DriverCore KPIMain Risk
Universal retail bankSpread on diversified loans plus feesDeposit franchise, NIM, retail credit cost and cross-sellUnsecured lending, deposit competition and operating leverage
Corporate-focused bankLarge-ticket lending, transaction banking and treasuryCorporate slippages, concentration, fees and capital usageSingle-name stress and cyclicality
Public sector bankLarge branch network, government-linked flows and broad creditDeposit cost, recovery, productivity, capital and RoALegacy assets, capital allocation and policy influence
Small finance bankHigh-yield retail or microcredit funded by depositsFunding transition, credit cost, borrower concentration and capitalGeographic stress and liability volatility
Transaction-led bankCurrent accounts, payments, cash management and fee incomeLow-cost deposits, fee depth and customer retentionTechnology, competition and concentration

Two banks with similar loan growth can have very different risk because their funding, borrower mix, pricing and capital requirements differ.

Do Not Read Net NPA in Isolation

Net NPA can fall because recoveries improve, loans are written off, provisions rise or risky assets move outside the reported NPA pool. Review gross NPA, slippages, restructuring, overdue buckets, write-offs, recoveries, security receipts, standard-asset provisions and sector concentration together.

Rule: asset quality is a flow problem before it becomes a stock problem.

1. Analyse Deposit Quality Before Loan Growth

Deposits determine funding cost, liquidity and confidence. Split current accounts, savings accounts, retail term deposits, bulk deposits and certificates of deposit. CASA is useful, but average CASA, pricing, customer concentration and stability matter more than a quarter-end ratio.

Review deposit growth relative to loan growth. When loans grow faster than stable deposits, the bank may use costlier wholesale funding or raise deposit rates, compressing future margins. Examine the share of deposits above insurance limits, digital versus branch sourcing, maturity profile and dependence on a few institutional customers.

2. Break Loan Growth into Product, Borrower and Vintage

Separate mortgages, vehicle loans, credit cards, personal loans, microfinance, SME, commercial real estate, infrastructure and large corporate exposures. Growth in secured retail loans has different loss behaviour from unsecured consumer credit. Corporate growth can be attractive when pricing and covenants compensate for concentration.

Mix

Secured versus Unsecured

Track the share, ticket size, borrower income, bureau profile and loss history of each product.

Vintage

Seasoning of New Loans

Recent growth may not yet show full delinquency. Compare cohorts after similar months on book.

Concentration

Sector and Borrower Exposure

Measure large exposures, top groups, geography and correlated collateral.

Pricing

Risk-Adjusted Yield

High yield is valuable only after expected loss, operating expense and capital consumption.

3. Understand Net Interest Margin Properly

Net interest margin reflects asset yield, funding cost and balance-sheet mix. It can expand temporarily when loan repricing is faster than deposit repricing and later reverse. Compare reported NIM with loan yield, deposit cost, excess liquidity and interest reversals.

Ask whether margin is supported by durable low-cost deposits, a higher-risk loan mix or a temporary rate cycle. A bank should not receive a quality premium for margin created mainly by unsecured credit without adequate credit-cost allowance.

4. Reconcile Asset-Quality Flows

Build a quarterly bridge: opening gross NPA, additions or slippages, upgrades, recoveries, write-offs and closing gross NPA. Compare slippage ratio with credit cost. Low credit cost during rising slippages may indicate provision release or delayed recognition.

Study special-mention accounts, restructured loans and overdue trends where disclosed. For retail portfolios, collection efficiency and early delinquency are leading indicators. For corporate portfolios, watch rating migration, covenant breaches and sector stress.

5. Evaluate Provisioning and Hidden Loss Absorption

Provision coverage should be assessed by asset type and collateral reality. A secured loan can still create loss when collateral is overvalued, legally difficult to enforce or correlated with the borrower. Review technical write-offs, contingent provisions, floating provisions and utilisation of management overlays.

Normalised credit cost should reflect a full cycle, not only the latest benign year. Compare expected loss with pricing and capital.

6. Inspect Fee Income and Treasury Profit

Separate recurring fees from distribution income, interchange, loan processing, transaction banking, recoveries and one-off gains. Treasury profit can be volatile and rate-sensitive. Core operating profit should be tested before trading gains and exceptional recoveries.

Fee growth is higher quality when it comes from durable customer activity rather than aggressive product sales or accounting reclassification.

7. Measure Operating Efficiency and Technology Productivity

Cost-to-income is useful, but investment cycles matter. A bank may spend heavily on branches, technology, compliance or collections before revenue scales. Track business per employee, deposits per branch, digital transaction share, customer acquisition cost and service quality.

Falling cost-to-income accompanied by weak controls, outages or collection capacity is not sustainable efficiency. Technology should improve customer retention, underwriting and operating resilience.

8. Assess Capital Adequacy and Growth Capacity

Review common equity tier 1, total capital, risk-weighted asset growth and buffers above regulatory minimums. Fast growth consumes capital even when accounting profit is strong. Adjust capital for unrecognised losses, subsidiaries, deferred tax assets and likely credit costs.

Estimate how much growth can be funded internally from retained earnings. Frequent equity issuance can support growth but dilute existing shareholders when returns are below the cost of equity.

9. Review Liquidity, Asset-Liability Mismatch and Concentration

Study liquidity coverage, investment book, wholesale funding, deposit maturity and asset duration. Long-duration fixed-rate loans funded by short deposits can create margin and liquidity risk. Also review exposure to one depositor segment, geography, industry or borrower ecosystem.

Liquidity is most valuable before stress, so do not judge it only after management has already raised expensive funding.

10. Value Sustainable Return on Equity

Price-to-book should be linked to sustainable return on equity, growth and risk. Start with normalised return on assets, multiply by sensible leverage and deduct the capital needed for growth. Adjust book value for under-provisioned assets, subsidiaries and non-core holdings.

A bank deserves a premium when it combines a durable deposit franchise, disciplined underwriting, transparent recognition, strong capital and repeatable fee income. A discount is justified for concentration, governance uncertainty, unstable funding or earnings dependent on recoveries and treasury gains.

A 55-Minute Bank Research Workflow

Minutes 1–8: Map funding and lending

Split deposits and loans by source, product, geography and borrower type.

Minutes 9–18: Reconcile margin

Review asset yield, funding cost, repricing, liquidity and risk mix.

Minutes 19–29: Audit asset quality

Bridge slippages, recoveries, write-offs, provisions and stressed exposures.

Minutes 30–38: Test core earnings

Separate net interest income, recurring fees, operating expense, treasury and recoveries.

Minutes 39–47: Review capital and liquidity

Check CET1, risk-weighted assets, funding maturity and growth capacity.

Minutes 48–55: Value adjusted book

Normalise RoA and RoE, adjust book value and compare close business models.

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Disclaimer

This article is for educational and informational purposes only. It is not investment advice, banking advice, a research report or a stock recommendation. Regulations, capital requirements, asset quality, interest rates and company disclosures can change. Verify material information through bank filings, RBI publications and official exchange disclosures. Bull Run is not a SEBI-registered Research Analyst or Investment Adviser.

Start with Deposits, End with Sustainable RoE

Open Bull Run's private-sector bank and public-sector bank pages, then use the comparison tool. The strongest bank compounds book value through disciplined risk-taking rather than temporary margin or delayed credit recognition.