Research · India

India consumer payments and prices

UPI payments set against the size of the economy, household consumption and consumer prices: whether payments are becoming more frequent, larger, or only dearer in nominal terms. Comparisons use only periods with published evidence.

Linked topics and series

Average payment size and transaction volume

In FY 2024-25, UPI volume was 185.9 billion payments and the average payment was ₹1,402. The year before, the average payment was ₹1,524. Snapshot india-upi-npci-2026-09-ba2a1e85d0c5.

Volume up and value up is more payments. Volume up and the average ticket down is smaller payments. The comparison uses fiscal years where both NPCI series exist. It does not say whether households bought more goods.

UPI against the size of the economy

In FY 2024-25 UPI carried ₹260.6 lakh crore, 82% of India's nominal GDP and 1.45 times what households spent on consumption that year. In FY 2022-23 it was 53% of GDP. A payment rail can carry more than all consumer spending because it also moves money between people and accounts, so UPI value is not a measure of what households bought.

Fiscal yearUPI valueNominal GDPUPI ÷ GDPHousehold consumptionUPI ÷ consumptionUPI value growthNominal GDP growthCPI inflationUPI value growth after prices
FY 2024-25 ₹260.6 lakh crore ₹318.1 lakh crore 0.82× ₹179.7 lakh crore 1.45× 30.4% 9.7% 4.6% 24.6%
FY 2023-24 ₹199.9 lakh crore ₹289.8 lakh crore 0.69× ₹163.8 lakh crore 1.22× 43.6% 11.0% 5.4% 36.2%
FY 2022-23 ₹139.2 lakh crore ₹261.2 lakh crore 0.53× ₹149.2 lakh crore 0.93× 65.4% — 6.7% 55.0%
FY 2021-22 ₹84.2 lakh crore — — — — 105.1% — 5.5% 94.4%
FY 2020-21 ₹41.0 lakh crore — — — — 92.5% — 6.2% 81.3%
FY 2019-20 ₹21.3 lakh crore — — — — 143.1% — 4.8% 131.9%
FY 2018-19 ₹8.8 lakh crore — — — — 698.7% — 3.4% 672.5%
FY 2017-18 ₹1.1 lakh crore — — — — — — 3.6% —

Nominal GDP and private final consumption expenditure are MoSPI's national accounts on the 2022-23 base, as the tax topic publishes them; consumption on that base starts in FY 2022-23, so earlier years show GDP only. CPI is the fiscal-year average from the monetary desk. Growth after prices is (1 + value growth) ÷ (1 + CPI inflation) − 1. Row IDs for every cell are in the copy block of the matrix below.

Payments, the economy, consumer prices and credit

Set a UPI measure beside nominal GDP growth, combined CPI inflation, bank credit growth or market returns. Fiscal years end in March; only exact matching years enter the coefficient. UPI is a payment rail, including transfers, so these relationships do not measure household consumption or causation.

Matched years7
Pearson r-0.720
Spearman ρ-0.210
R²0.530
OLS slope β-0.005

volume-growth and cpi-inflation show a moderate inverse co-movement in the same period (Pearson r=-0.72, n=7, r²=0.53). Read this as joint movement, not as the share of the outcome caused by policy. Small samples and overlapping accounting identities can inflate r. The slope is percentage points of cpi inflation per one unit of the selected UPI measure. Leave-one-year-out Pearson r: -0.860 to 0.000. This desk suppresses coefficients below five matched years; a missing value can also mean a series does not vary.

Inspect the 7 matched years
UPI fiscal yearUPI measureComparison fiscal yearCPI inflationStatusServing row IDs
FY 2018-19481.52FY2018–193.40%VERIFIED / VERIFIEDUPI volume 33f7aa0e-0775-4006-5f76-28a309731f34; UPI value c1f6aed1-bf76-89f2-c39d-6aca052c8143; prior UPI volume a66794c3-b4c0-477a-f1a3-0f33a2fc9a78; CPI inflation 206166d8-3034-4db8-91be-99d227086fb2
FY 2019-20134.02FY2019–204.80%VERIFIED / VERIFIEDUPI volume fe911d72-3296-3ba0-f94d-7be768ee1c15; UPI value 2e7262c7-5799-aa1d-7280-96f038758e7c; prior UPI volume 33f7aa0e-0775-4006-5f76-28a309731f34; CPI inflation 5d4baa27-7079-4c06-9b4c-eed4090c8fca
FY 2020-2178.35FY2020–216.20%VERIFIED / VERIFIEDUPI volume 2cbe1253-4d4c-35bb-6b4b-e77980ca366d; UPI value 246cc400-cee1-f563-5d8f-fd2e29614d54; prior UPI volume fe911d72-3296-3ba0-f94d-7be768ee1c15; CPI inflation 3fcbdae9-0e16-44d1-8863-4ee84963ec65
FY 2021-22105.87FY2021–225.50%VERIFIED / VERIFIEDUPI volume 1a112d7f-153d-0108-75b5-cab28fb16e01; UPI value 7d35eacd-b0ff-bef5-15db-38b61871151c; prior UPI volume 2cbe1253-4d4c-35bb-6b4b-e77980ca366d; CPI inflation dad605de-75b9-4672-8aa3-d27e272bae2e
FY 2022-2382.19FY2022–236.70%VERIFIED / VERIFIEDUPI volume 61728df1-e9e3-693b-5ebf-3580f04b8d01; UPI value 89709f87-ad0f-0942-a64c-37fa5ebb42d4; prior UPI volume 1a112d7f-153d-0108-75b5-cab28fb16e01; CPI inflation f6cbc429-9b78-4de2-95bd-d1df7f9373bd
FY 2023-2456.61FY2023–245.40%VERIFIED / VERIFIEDUPI volume 8f8565be-9bfa-8eac-5f90-4cf33b270563; UPI value f50b480e-141c-495a-8595-39a68498430f; prior UPI volume 61728df1-e9e3-693b-5ebf-3580f04b8d01; CPI inflation 8b26936a-de6f-4148-aeb7-20686135c62f
FY 2024-2541.70FY2024–254.60%VERIFIED / VERIFIEDUPI volume 3c49ed75-945e-c456-19c0-f366f7352bcd; UPI value 57f4e34c-db03-4656-d6d8-55671d24156d; prior UPI volume 8f8565be-9bfa-8eac-5f90-4cf33b270563; CPI inflation ccd87156-1051-4117-aa86-9d666a1d6aae

Sources: NPCI UPI product statistics, the published MoSPI/RBI and BSE macro series and MoSPI's national accounts through the tax topic. UPI snapshot india-upi-npci-2026-09-ba2a1e85d0c5; comparison snapshot india-monetary-conditions-fy2012-2026-v2. Nominal payment growth is not inflation-adjusted unless the measure says so; average ticket is value divided by volume. The early years are UPI's adoption, when growth ran to several hundred per cent, so a few years dominate any coefficient. Annual aggregation hides monthly swings, and testing several measures and lags can produce chance correlations.

Co-movement across payments, the economy, prices and credit

Every fiscal-year series on this desk against every other. With at most seven matched years and UPI's adoption years in the sample, read this as a map of what to test once monthly data is published, not as evidence.

Fiscal years in the widest pair15, FY2011–12 to FY2025–26

Coefficients need at least 5 matched fiscal years. ★ marks a Pearson 95% interval that excludes zero after allowing for fiscal year-to-fiscal year persistence; ⊂ marks a pair linked by construction, so the two are not independent evidence.

Correlation matrix

Pearson r on exact fiscal year matches; each cell shows its own sample size, because the series start at different dates. Select a cell to read the pair in full below. Teal is positive, rust is negative; darker is stronger.

X ↓ / Y →UPI volumeUPI valueAverage paymentUPI value, realNominal GDPCPIBank creditSensex
UPI volume
UPI value
Average payment
UPI value, real
Nominal GDP
CPI
Bank credit
Sensex
−1 · inverse0 · little linear relation+1 · positive

UPI value and nominal GDP

UPI transaction value growth, nominal (% on the year before) against nominal GDP growth (2022-23 base) (%), same fiscal year

Pearson r
—
Spearman ρ
—
Matched fiscal years
2
Independent fiscal years, about
—
95% interval for r
—

Fewer than 5 matched fiscal years; coefficients are suppressed.

Inspect the 2 matched fiscal years and serving row IDs
Fiscal yearUPI valueNominal GDPObservation IDs
FY 2023-2443.5810.9789709f87-ad0f-0942-a64c-37fa5ebb42d4, f50b480e-141c-495a-8595-39a68498430f · 5f8bcf70-a531-5671-9060-d8e37aa1f90a
FY 2024-2530.379.74f50b480e-141c-495a-8595-39a68498430f, 57f4e34c-db03-4656-d6d8-55671d24156d · 8a9212bb-ef4e-5f22-94cd-d4966125ab54

Lead–lag: UPI value against everything else

Pearson r between UPI transaction value growth, nominal (% on the year before) in one fiscal year and each other series the stated number of fiscal years later. Lead 0 is the same fiscal year.

SeriesSame fiscal year1 fiscal year later
UPI volume1.00⊂n=7.80⊂n=6
Average payment.95⊂n=7.51⊂n=6
UPI value, real1.00⊂n=7.81⊂n=6
Nominal GDP—n=2—n=3
CPI−.73n=7.06n=7
Bank credit.04n=7−.55n=7
Sensex−.01n=7−.43n=7

12 cells have a coefficient, but none has an interval: the series are too short for persistence to be estimated, so read every value as exploratory. Reading across many leads and series is a search, so treat an isolated ★ with no neighbouring support as likely noise.

Outside pairs linked by construction, the strongest same-fiscal year co-movement is UPI value with CPI (r −.73 over 7 fiscal years, no interval). 0 of the 3 independent pairs with an interval exclude zero; about 0 would by chance. No later lead of UPI value clears its interval against another series.

Methods and reproducible inputs

Pairs match exact fiscal years; a fiscal year without both values is dropped, never filled. Pearson r is computed on the values and Spearman ρ on their ranks. The 95% interval uses the Fisher transform with an effective sample size n × (1 − ρx·ρy) / (1 + ρx·ρy), where ρx and ρy are each series' lag-1 autocorrelations over consecutive matched fiscal years; it needs 12 consecutive links and is not shown otherwise. Coefficients are suppressed below 5 matched fiscal years.

Growth rates compare one fiscal year with the one before. UPI's fiscal-year series starts in FY 2017-18, so growth starts in FY 2018-19 and no pair has more than seven years: no cell has enough consecutive years for an interval, and every coefficient here is exploratory.

  • UPI volume · UPI transaction volume growth (% on the year before). NPCI fiscal-year count of UPI payments. india-upi-payments
  • UPI value · UPI transaction value growth, nominal (% on the year before). NPCI fiscal-year rupee value of UPI payments, before prices. india-upi-payments
  • Average payment · Average UPI payment growth (% on the year before). Value divided by volume, each fiscal year. india-upi-payments
  • UPI value, real · UPI transaction value growth after CPI inflation (% on the year before). Nominal value growth deflated by the fiscal-year average CPI. india-upi-payments
  • Nominal GDP · Nominal GDP growth (2022-23 base) (%). MoSPI national accounts as the tax topic publishes them. india-tax-collections
  • CPI · CPI inflation, fiscal-year average (%). MoSPI combined CPI, as the monetary desk publishes it. india-monetary-conditions
  • Bank credit · Bank credit growth (%). RBI scheduled commercial banks, fiscal year, as the monetary desk publishes it. india-monetary-conditions
  • Sensex · Sensex price return, fiscal year (%). BSE Sensex, March to March, as the monetary desk publishes it. india-monetary-conditions

india-upi-payments refresh 2675c46c-40ec-5924-952c-bcd94ec4044e (india-upi-npci-2026-09-ba2a1e85d0c5) · india-tax-collections refresh 95793fba-55bf-58c2-bfce-f7c29a3adad2 (india-tax-0d8d5d362368f82c) · india-monetary-conditions refresh b324fa84-8bc1-4593-8933-b8551e3c83a4 (india-monetary-conditions-fy2012-2026-v2)

Questions awaiting data: monthly UPI and quick commerce

Orders per store needs both counts from the same company release. Quick commerce has no approved snapshot, so that flag is blank.

Monthly CPI is now published (the inflation topic, and RBI's reprint in the liquidity topic). What a monthly comparison still lacks is UPI itself: the UPI snapshot carries only January to June 2025 by month. NPCI's monthly history from April 2016 would give over a hundred months to pair with CPI and GST. Annual figures are never repeated into monthly rows.

QuestionMeasure and matching ruleStatus
Are payments becoming more frequent?NPCI transaction-volume growth and value per payment, fiscal year to fiscal year.Available from the UPI snapshot
Are nominal payments outpacing prices?UPI value growth against fiscal-year average CPI inflation; compare rates, not rupee levels with an index.Available above, as growth after prices
Are payments growing faster than the economy?UPI value against nominal GDP and household consumption on one national-accounts base.Available above; consumption from FY 2022-23
Do payments move with GST month by month?NPCI's monthly UPI history beside monthly gross GST and CPI, at least 36 matched months.Needs NPCI's monthly history in the UPI snapshot
Are quick-commerce orders rising per store?Same company's orders and average active stores for the same quarter. Quarter-end stores alone are insufficient.Awaiting approved filing rows
Are baskets larger in real terms?Same company's order value divided by orders, then deflated by a matching price index. Gross and net order value remain separate.Awaiting approved quarterly rows and price alignment
Does UPI growth lead quick-commerce growth?Quarterly UPI growth and company order growth, with a chosen lag, common calendar, matched quarters and at least five pairs.Not estimable yet

Candidate primary filings: Eternal and Swiggy. Company metrics have changing definitions and coverage; no India-wide quick-commerce total is inferred from them.