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Will HDFC Bank's Gross NPA ratio exceed 1.50% in any quarter through Q2 FY27 (Sep 2026)?

Resolves November 30, 2026(219d)
IG: 0.55

Current Prediction

15%
Likely No
Model Agreement95%
Predictions9 runs
Last UpdatedApril 25, 2026

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 12%18%Aggregate: 15%
Individual Predictions(9 runs)
opusRun 1
13%

GNPA trajectory has been steadily improving (1.33% -> 1.24% -> 1.15%) with multi-quarter momentum. The 35 bps cushion to 1.50% is substantial given typical quarterly volatility of ±10-20 bps. HDFC Bank has maintained sub-1.5% GNPA across multiple credit cycles (GFC, demonetization, COVID) — three-decade through-cycle discipline is a real structural defense. The 125 bps precautionary provisioning buffer was BUILT (not used) in FY26, providing additional cushion. Two quarters give two chances for an adverse event but base-rate sequential 35+ bps GNPA jump in 6 months is rare. Probability ~13%.

Improving 3-quarter trajectory35 bps cushion vs ±10-20 bps quarterly volatilityThree-decade through-cycle discipline125 bps buffer built not used
opusRun 2
18%

I weight slightly higher to capture: (1) HDFC Limited legacy book stress could surface in Q1/Q2 FY27 — the merger combined a mortgage-heavy book with HDFC Bank's diversified loan book, and stress in HDFC Limited's commercial real estate or mortgage portfolio could push GNPAs, (2) MSME segment has been showing pockets of stress sector-wide, (3) the 6-month window provides 2 quarter prints and any reclassification or restatement linked to law firm review could surface a discrete asset quality marker. The base case remains improving GNPA continuing into Q1/Q2 FY27, but the tail scenarios add some upside to the YES probability.

HDFC Limited legacy book stress potentialMSME sector pockets of stressReclassification risk from law firm review2-quarter window provides multiple paths
opusRun 3
12%

The structural defenses are exceptionally strong here. HDFC Bank's underwriting discipline limits NPA velocity in ways that are difficult for outside observers to fully appreciate — they have rejected aggressive lending categories that competitors pursued. The provision build (doubled YoY) reflects management's preparation rather than realization of stress. Indian credit environment in FY26 was constructive and continues into FY27 baseline. The most plausible YES path is a sector-wide macro shock during the 6-month window, which is itself a low-probability event. Probability ~12%.

Underwriting discipline structurally limits NPA velocityProvision build is preparation, not stress realizationIndian credit environment constructiveMacro shock probability low in window
sonnetRun 1
15%

Centering on opus consensus around 13-15%. The improving trajectory is the dominant signal. Quarterly volatility of ±10-20 bps means a single-quarter spike to 1.50% from 1.15% would be exceptional. The 6-month window has more cumulative probability of an adverse event than a single-quarter window, but historical base rate for HDFC Bank suggests <15% in any 2-quarter window starting from 1.15%.

Improving trajectory dominantQuarterly volatility ±10-20 bpsHistorical base rate for HDFC Bank low
sonnetRun 2
14%

The combination of (a) multi-quarter improvement momentum, (b) precautionary provision buffer, (c) constructive Indian credit environment, and (d) bank's three-decade discipline argues strongly for low probability of GNPA breaching 1.50% within 6 months. The path to YES requires a discrete shock — sector stress, macro event, or restatement — none of which are flagged as imminent. Probability ~14%.

Multi-quarter improvement momentumBuffer in placeConstructive credit environmentDiscrete shock required for YES
sonnetRun 3
16%

Slightly above pure base-rate to capture the cumulative probability over 2 quarters and the possibility of HDFC Limited legacy book stress emerging. The mortgage/CRE exposure from the merger is a partially-known unknown — stress emerging in that segment could meaningfully impact GNPAs. Indian property market has had some weakness in commercial segment. Probability ~16%.

Cumulative 2-quarter probabilityHDFC Limited mortgage/CRE legacy exposureIndian commercial property weakness
haikuRun 1
15%

GNPA improving (1.33 -> 1.24 -> 1.15). Three-decade discipline. 125 bps buffer. 35 bps cushion below threshold. Most likely continued improvement or stable in 1.10-1.25% range through Q2 FY27. Probability of breaching 1.50% ~15%.

Improving trajectoryThree-decade disciplineBuffer + cushion adequate
haikuRun 2
13%

Strong structural NO factors. Quarterly volatility doesn't typically span 35 bps in one quarter, and 6 months of improvement momentum makes a sudden reversal unlikely. Probability ~13%.

Structural NO factorsQuarterly volatility insufficientImprovement momentum
haikuRun 3
17%

Slightly above consensus to capture macro shock tail risk and HDFC Limited legacy stress potential. The 6-month window has cumulative probability of an adverse event that is non-trivial but still low. Probability ~17%.

Macro tail risk over 6 monthsLegacy book stress potential

Resolution Criteria

Resolves YES if HDFC Bank reports a Gross NPA ratio of 1.50% or higher in either the Q1 FY27 (June 2026) or Q2 FY27 (Sep 2026) 6-K filing. Resolves NO if both quarters print below 1.50%.

Resolution Source

HDFC Bank Q1 FY27 and Q2 FY27 6-K SEC filings

Source Trigger

Gross NPA >1.50% indicates asset quality cycle turning

stress-scannerFUNDING_FRAGILITYMEDIUM
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