UPI vs Cards: How India’s Payment Habits Flipped in Just 5 Years
When we first picked "The Evolution of Digital Payments in India" for our Data Exploration & Visualization project, we had no idea how deeply it would reflect not just technical transformation, but also social and economic progress. I’m excited to walk you through what we discovered and why this journey matters to every Indian.
When our group started analyzing the evolution of digital payments in India, we were curious. But as we dove into six years’ worth of transaction data, we were blown away by how fast consumer behavior was shifting.
This wasn’t just about flashy fintech or QR codes. It was a fundamental behavioral reset of how India transacts.
Key Finding: Debit Cards Are Dying (Quietly)
One of our most striking insights is that debit card usage is declining, not just in volume but also in relevance. UPI has taken the front seat even as credit cards gain traction.
What does this mean?
Consumers are no longer pulling out plastic(Debit/Credit Card) for everyday spending.
UPI is the new normal for low-to-mid value transactions.
Credit cards are holding on for big purchases, but only just.
The Rise of UPI: Fueled by Access and Timing
What caused this dramatic shift?
Mobile Penetration: India’s 76.6% mobile penetration as of FY2022 enabled millions to access digital banking.
Rural Inclusion: PMJDY opened 55 crore accounts and issued 37 crore RuPay cards to many rural women.
UPI Simplicity: No swiping. No OTP. Just scan and pay.
Seasonality Tells a Story Too:
UPI transaction peaks weren’t random. We found clear seasonal spikes around:
Festivals (like Diwali and Holi)
Shopping sales (like Big Billion Days)
End-of-year holidays
These spikes show how Indian consumers now rely on UPI as their go-to payment method for festive, high-volume shopping periods, reinforcing its cultural integration.
Bank Dominance: Who’s Winning?
We also examined which banks dominate in debit and credit card usage.
SBI leads in debit cards, showing deep trust in PSU banking.
HDFC dominates credit cards, followed by ICICI and Axis.
Even here, however, the volume gap vs UPI is widening, proving that traditional banks must accelerate their digital playbooks to stay relevant.
The Hidden Problem: Technical Declines:
One area that surprised us was the number of failed transactions across banks, especially during peak periods like April 2024 and June 2022.
The biggest culprits?
PSU banks with overloaded systems
Payment banks are struggling with infrastructure
Frequent API breakdowns
This shows that India’s fintech backbone still needs serious upgrades, especially as transaction volume continues to explode.
What Lies Ahead
India is now a UPI-first economy, and it's just getting started.
Here’s what we believe will shape the next wave:
Cross-border UPI adoption
Stronger data privacy and consumer trust frameworks
Digital literacy drives to onboard the next 100 million users
Resilient infrastructure to prevent future failures
Final Takeaways (That You Can Use Too):
This project wasn’t just a data assignment; it gave us a front-row seat to one of the fastest financial transformations in the world.
What we learned:
Data tells powerful stories if visualized correctly.
Policy, tech, and user behavior need to align for adoption to succeed.
Even fintech giants like UPI need constant optimization to stay reliable.
If you're in fintech, banking, data analytics, or public policy, this trend isn't just useful. It’s essential knowledge.
A big shoutout to my amazing teammates who brought this story to life: Shruti Agarwal, Hrishi Raghunathan, Rashi Singh, Jatin Khatriya, Anvesh Mishra and myself, Param Radadiya
We combined our research, analysis, and visualization skills to turn complex NPCI datasets into a narrative that speaks to where India is headed next.
Thanks for reading!
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