In the spring of 2018, India's banking system was in the grip of a crisis that felt structural. Gross non-performing assets of scheduled commercial banks had peaked at 11.18% of total advances — ₹10.36 lakh crore of loans were classified as bad. Public sector banks, which held the overwhelming majority of this stress, were simultaneously posting losses and absorbing government capital infusions. Private sector banks, by contrast, appeared leaner, faster, and more insulated from the rot.
Seven years later, the picture has inverted in ways that surprise even close observers of Indian banking. Public sector banks have engineered one of the most dramatic balance sheet recoveries in the history of emerging market banking. Private banks, having maintained comparatively cleaner books through the corporate NPA cycle, now face a new generation of stress in their unsecured retail portfolios. Both sectors have arrived at broadly healthy gross NPA ratios in the low single digits — but through entirely different journeys, driven by different forces, and carrying different residual risks.
This report maps that five-year journey from 2021 to 2026, compares the structural resilience of each banking group, and identifies the key recovery drivers that actually moved the needle.
The Starting Point: Where Each Sector Stood in 2021
The pandemic year of 2020–21 was, paradoxically, a statistical anomaly in India's NPA story. The Supreme Court's interim order staying NPA classification, combined with the RBI's moratorium on loan repayments, temporarily obscured the true extent of stress. When the IBC's suspension on fresh insolvency proceedings was lifted in March 2021, the real reckoning began.
According to the RBI's Financial Stability Report of July 2021, the gross NPA ratio of Public Sector Banks stood at 9.54% as of March 2021, while Private Sector Banks stood at 5.82%. Separately, Ministry of Finance data disclosed in Parliament (PIB, July 2025) presents the PSB GNPA as 9.11% for the same date — a marginal difference attributable to differing denominator methodologies used in the two official presentations. Both figures are from authoritative government sources. This report uses the RBI FSR figure (9.54% for PSBs, 5.82% for PVBs) where precision is required, and the Ministry of Finance figure (9.11%) when quoting the government's official five-year trajectory statement.
Table 1 — PSB vs. PVB Starting Position, March 2021
Metric | PSBs | PVBs | All SCBs |
|---|---|---|---|
Gross NPA Ratio — March 2021 (RBI FSR) | 9.54% | 5.82% | 7.48% |
PSB GNPA (MoF / PIB methodology) | 9.11% | N/A | — |
Primary stress sector | Large infra & industry | Mid-market corporate | — |
Capitalisation support | Govt recapitalisation | Capital markets | — |
Peak GNPA (PSBs, March 2018) | 14.58% / 14.6% | — | 11.18% |
Sources: RBI FSR July 2021; PIB PRID 2146819 (MoF, July 2025); PIB PRID 2083695
The Five-Year Correction: 2021 to 2026
The five years from March 2021 to September 2025 represent an unprecedented compression in India's NPA ratios. For the first time in at least a decade and a half, the gross NPA ratio of all scheduled commercial banks fell to 2.15% — a level not seen since before the post-AQR recognition cycle of 2015–2018.
Table 2 — Five-Year NPA Correction Snapshot
Metric | PSBs | PVBs | All SCBs |
|---|---|---|---|
Gross NPA Ratio — March 2021 (RBI FSR) | 9.54% | 5.82% | 7.48% |
Gross NPA Ratio — March 2025 | 2.58% | 1.8% | 2.2% |
Gross NPA Ratio — Sept 2025 (Provisional) | 2.50% | 1.73% | 2.15% |
Net NPA Ratio — Sept 2025 | — | — | 0.5% |
Standard Assets — March 2025 | — | — | 97.7% |
Slippage Ratio — FY25 | Improving — 6 yrs | Higher than PSBs | 1.4% |
PAT Growth — H1 FY25 (YoY) | +30.2% | +20.2% | +22.2% (system) |
Sources: PIB PRID 2225442 (Dec 2025); RBI FSR Dec 2024; RBI Trends & Progress 2024–25
“About 42.8% of the decrease in GNPAs in 2024–25 came from better recoveries and upgrades of stressed accounts — not from write-offs alone.”
— RBI Financial Stability Report, December 2024
Recovery Drivers: What Actually Moved the Needle
India's NPA recovery has not been a single-lever story. Multiple mechanisms worked in parallel — some structural and long-term, others administrative and execution-driven. Understanding their relative contributions is essential for assessing whether the recovery is durable.
1. The Insolvency and Bankruptcy Code: The Architecture of Change
No single legal reform has had a more transformative impact on India's NPA landscape than the Insolvency and Bankruptcy Code of 2016. By shifting the creditor-borrower power dynamic — moving India from a 'debtor in possession' to a 'creditor in control' regime — IBC changed not just outcomes, but behaviour. As of March 2025, over 30,000 IBC applications involving underlying defaults of ₹13.78 lakh crore had been settled at the pre-admission stage — meaning borrowers chose to pay rather than face the tribunal.
In FY 2024–25, IBC recovered ₹54,528 crore, representing 52.4% of all cash recovered by scheduled commercial banks across all channels — the highest among any single mechanism. SARFAESI recovered ₹32,466 crore (approximately 31.2%), with DRTs and Lok Adalats accounting for the remainder. Together IBC and SARFAESI accounted for over 83% of total cash recovered.
2. Recovery by Channel — FY 2024–25
Table 3 — Recovery Channel Breakdown, FY 2024–25 (Total: ₹1.04 Lakh Crore)
Channel | Amount (₹ Crore) | % of Total | Recovery Rate |
|---|---|---|---|
IBC | 54,528 | 52.4% | 36.6% (FY25) |
SARFAESI Act | 32,466 | ~31.2% | Rising |
Debt Recovery Tribunals | ~10,000 est. | ~10.4% | Moderate |
Lok Adalats | ~7,000 est. | ~6.0% | Low (volume high) |
TOTAL (All Channels) | 1,04,099 | 100% | 18% overall |
Note: DRT and Lok Adalat sub-totals are derived residuals; IBC and SARFAESI figures are from RBI Report on Trends and Progress of Banking in India 2024–25. Lok Adalats dominate in case volume (>98% of cases) but contribute minimally to cash recovery.
3. PSB Reforms Agenda and Early Warning Systems
The government's PSB Reforms Agenda delivered structural improvements unavailable to private banks: automated Early Warning Systems with approximately 80 triggers per account, specialist Stressed Asset Management Verticals, and the Feet-on-Street model for grassroots recovery. The result: the slippage ratio for PSBs improved for six consecutive years, consistently outpacing private banks — which continue to show higher fresh NPA accretion in the retail segment.
4. Write-offs: The Caution Signal
Scheduled commercial banks wrote off a cumulative ₹16.35 lakh crore of bad loans between FY 2014–15 and FY 2023–24. In the three years from FY 2020–21 to FY 2022–23, write-offs accounted for approximately 23% of total GNPA. The RBI's FSR of December 2024 flagged that sharp write-off activity among private sector banks could be 'partly masking worsening asset quality in the unsecured lending segment.'
The RBI FSR of June 2025 adds further granularity: the write-offs to GNPA ratio for all SCBs moved up marginally to 31.8% in FY25 (from 29.5% the previous year), led by Private Sector Banks and Foreign Banks. Critically, PVBs accounted for 81.9% of write-offs in the unsecured retail loan segment, while PSBs accounted for just 10.9% in that segment. This asymmetry is a material risk signal — PVBs are clearing their unsecured retail stress through write-offs at a pace that PSBs are not.
Public vs. Private: The Resilience Scorecard
Table 4 — Comprehensive Resilience Comparison
Dimension | Public Sector Banks | Private Sector Banks | Verdict |
|---|---|---|---|
GNPA reduction magnitude (FSR basis) | 9.54% → 2.50% (−704 bps) | 5.82% → 1.73% (−409 bps) | PSBs: larger reduction |
Current GNPA — Sept 2025 (Provisional) | 2.50% | 1.73% | PVBs: lower absolute |
Slippage ratio trend | Improving — 6 consecutive years | Higher than PSBs; retail rising | PSBs: cleaner trend |
Write-off behaviour (FY25) | PSBs: 10.9% unsecured retail write-offs | PVBs: 81.9% unsecured retail write-offs | PVBs: masking risk |
Profitability — H1 FY25 PAT growth | +30.2% YoY | +20.2% YoY | PSBs: sharper rebound |
Unsecured retail NPA exposure | Lower; primarily secured retail | 51.9% of retail NPA slippages from unsecured | PVBs: higher risk |
Early warning infrastructure | ~80 EWS triggers; specialist verticals | Varies by institution | PSBs: more systematic |
Govt backstop / recapitalisation | Available in stress | Capital market dependent | PSBs: structural buffer |
Top 100 borrowers — NPA status | None of top 100 classified NPA (Sept 2024) | None of top 100 classified NPA (Sept 2024) | Equal — improvement |
Sources: PIB PRID 2225442; RBI FSR Dec 2024; RBI Trends & Progress 2024–25; RBI FSR June 2025
“None of the top 100 large borrowers in India are classified as NPAs as of September 2024 — a data point that would have been unthinkable in 2018.”
— RBI Financial Stability Report, December 2024
The New Stress Frontier: Where Risk Has Migrated
India's NPA story has shifted sectors. The corporate infrastructure NPAs of 2014–2018 have been largely resolved, written off, or restructured. The new stress is granular, retail, and dispersed — harder to track, harder to resolve, and harder to quantify at the aggregate level.
The Unsecured Lending Overhang
In the first half of FY 2024–25, unsecured loans accounted for 51.9% of fresh retail NPA accretion. Private sector banks, which drove the unsecured retail lending boom of 2022–2024, are disproportionately exposed. The RBI's FSR of December 2024 projected that the aggregate GNPA ratio for 46 banks could rise from 2.6% (September 2024) to 3.0% under the baseline scenario by March 2026, and as high as 5.0–5.3% under adverse scenarios for the same date.
The RBI FSR of June 2025 provides an updated projection: macro stress tests indicate the GNPA of 46 banks may marginally rise to 2.5% by March 2027 under the baseline scenario, and to 5.6% and 5.3% respectively under adverse scenarios 1 and 2. The minor divergence between the two FSR projections reflects updated modelling as the credit cycle evolves.
Small Finance Banks: The Outlier
While the headline NPA story is one of improvement, Small Finance Banks stand as a cautionary outlier. Their gross NPA ratio worsened materially between March 2024 and March 2025 — from approximately 2.4% to 3.6% — a deterioration of 120 basis points in a single year. The RBI FSR December 2024 flags rising stress in the microfinance segment, with 31–180 days past due in the banking sector's microfinance book rising from 4.7% (September 2024) to 6.5% (March 2025). This signals that stress is not evenly distributed, and that lenders focused on small borrowers are experiencing genuine repayment pressure.
BAANKNET: The Next-Generation Recovery Stack
In March 2025, the Government of India launched BAANKNET — a revamped e-auction portal designed to enhance NPA recovery through transparency and digital price discovery. Built on the foundation of e-BKray (2019), BAANKNET integrates automated KYC verification, secure payment gateways, and bank-verified property titles. All 12 Public Sector Banks and the IBBI are live on the platform.
Policy Implications
The NPA data of 2021–2026 contains actionable signals beyond the celebratory headline of historic lows.
First, NCLT capacity is the critical bottleneck. As of June 2024, 1,973 insolvency cases were ongoing, with 1,249 exceeding the 330-day legally prescribed resolution window. Vacancies in NCLT benches remain unfilled. Delay destroys enterprise value and creditor returns.
Second, the unsecured retail segment needs a dedicated regulatory framework. IRAC norms were designed primarily for corporate and secured retail lending. The rapid growth of personal credit via digital channels has created a new class of NPA that moves faster, disperses across millions of small accounts, and resists existing DRT or IBC mechanisms.
Third, the PSB recapitalisation model has run its course. Having injected over ₹3.5 lakh crore of capital into public sector banks between 2015 and 2021, the government now faces a strategic design question: as NPA resolution completes, do the conditions now exist for privatisation that weren't available during the crisis years?
Forward Outlook: Three Scenarios for 2026–27
Table 5 — Three Scenarios for 2026–27
Scenario | Baseline (Most Likely) | Upside | Downside (Adverse) |
|---|---|---|---|
System GNPA | ~2.5% (per RBI FSR June 2025 macro test) | Below 2.0% — global tailwinds + consumer health | 5.3–5.6% (RBI adverse scenario, March 2027) |
PSBs | Steady; SMA-1 watch required | Credit card GNPA correction as underwriting tightens | Directed lending + retail stress dual pressure |
PVBs | Unsecured retail managed via write-offs | Underwriting discipline restores optics and reality | Unsecured defaults surge; write-off masking ends |
IBC recovery | ₹55,000–65,000 crore annually | NCLT vacancies filled; resolution times fall | NCLT backlog worsens; delays erode asset value |
Note: Adverse scenario figures from RBI FSR June 2025 stress tests — these are stress test projections, not forecasts. They represent outcomes under hypothetical adverse conditions.
Conclusion: The Same Destination, Different Roads
India's banking sector has, by any honest reckoning, accomplished something significant between 2021 and 2026. A gross NPA ratio of 2.15% at the system level — from a peak of over 11% — represents genuine structural repair, not just statistical management. The credit culture has changed: borrowers respond earlier, courts move faster, and banks detect stress before it becomes default.
But the story is not symmetric across sectors. Public sector banks have made the harder journey — from deeper distress, through institutional reform, to structural resilience. Private sector banks maintained the optics of cleaner books but now face a retail stress cycle that their corporate NPA experience did not fully prepare them for. The asymmetric write-off pattern — PVBs writing off 81.9% of unsecured retail stress versus PSBs' 10.9% — is the single most important new data point for understanding where risk actually sits.
The 2.15% GNPA is not a finish line. It is the starting point of a more nuanced stress management challenge — where the threat is not a handful of large corporate defaulters but millions of small, unsecured borrowers navigating a structurally unequal economy. The resilience of India's banks in the next decade will depend on whether governance, technology, and regulatory frameworks can evolve as fast as the nature of risk itself.
Primary Sources & References (Verified June 2026)
PIB, Ministry of Finance — “Gross NPAs reduce from 9.11% to 2.58% from March 2021 to March 2025” — PRID 2146819, July 2025.
PIB, Ministry of Finance — “Gross NPAs of SCBs reach historic low of 2.15% as of September 2025” — PRID 2225442, Dec 2025.
RBI — Financial Stability Report, July 2021 (23rd Issue). System GNPA ratio 7.48%; PSB 9.54%; PVB 5.82%.
RBI — Financial Stability Report, December 2024. GNPA 2.6%; retail unsecured slippages 51.9%; stress test projections.
RBI — Financial Stability Report, June 2025. Write-off ratios PSBs vs PVBs; revised macro tests to March 2027.
RBI — Report on Trends and Progress of Banking in India 2024–25, Dec 2025. IBC ₹54,528 crore recovery.
FACTLY / Dataful — “What India's NPA Data Reveals About Bank Recovery Strategies”, January 2026.
PIB — “Comprehensive measures by Government and RBI... aggregate recovery of ₹10,16,617 crore” — PRID 1942704.
PIB — “Performance of PSBs significantly improved” — PRID 1908919. PSB GNPA peak 14.6% March 2018.
PIB — “GNPA of PSBs declined from peak of 14.58%” — PRID 2083695.
Business Standard — “Asset quality of banks remained stable during pandemic year: RBI FSR”, July 2021.
Hindupost / RTI Disclosures — “Resolution of NPAs, Write-offs & Recoveries in Banks”. ₹16.35L crore write-offs.
NewKerala / RBI Trends — “IBC Helps Banks Recover Rs 4.32 Lakh Crore”. 52.4% IBC share.
AffairsCloud — “RBI releases bi-annual FSR June 2025”, July 2025.
IJFMR — “Impact of IBC on Indian Economy and Corporate Landscape”, 2025. IIM-A and IIM-B study citations.
Outlook Business — “Gross NPAs of Banks Decline to 12-Year Low of 2.6%”, Dec 2024.
DD News — “Gross NPA ratio of India's banks falls to 12-year low of 2.6%”. PAT growth figures.
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