Raoscaff Intelligence
Mirror Brief No. 02
India Residential · Q1 2026 · Cohort Decomposition

Decomposing the eight percent.

An additive cross-publisher decomposition of JLL India Research's Q1 2026 residential growth headline. ANAROCK, CREDAI/Liases Foras, and Knight Frank India supply the verified core. Four publishers, one quarter, four pictures of the same market.

Window · January-March 2026 Geography · India, Top 7 metros Cohort · Four public research publishers Published · 2026-05-20
JLL India Q1 2026 residential sales · YoY growth
+8%
year-on-year · 70,631 units sold across Top 7

Recovery headline from JLL India Research's Residential Market Dynamics Q1 2026 update, with new launches up thirteen percent year-on-year. Corroborated by ANAROCK at +9 percent. The cohort decomposition is the next layer.

L1 · The Announcement Anchor

What JLL India published in Q1 2026 — and what the headline does not decompose.

JLL India Research's Residential Market Dynamics — Q1 2026 update, released in early May 2026 with Siva Krishnan on the byline, reports the highest first-quarter launch volume in three years across India's Top 7 cities — 70,631 units sold (up eight percent year-on-year) against 90,023 new units launched (up thirteen percent year-on-year and thirty-two percent quarter-on-quarter). Bengaluru and Delhi-NCR led the launch surge. JLL characterises the launch-outpacing-sales pattern as "a healthy market adjustment, not a structural concern."

JLL's full-year 2025 picture, released in February 2026, frames the structural context: total sales of 270,323 units (down eleven percent year-on-year) sustained above 270,000 for the third consecutive year. The narrative emphasises premium-led recovery — residential homes priced above one crore rupees accounted for sixty-three percent of 2025 sales, up from fifty-three percent in 2024, with six-percent year-on-year demand growth in that cohort. Launches above one crore rose to seventy percent of 2025 launch supply, up from sixty-four percent.

Those headline tiles describe the announcement. The report does not decompose the eight-percent Q1 2026 headline (or the sixty-three-percent premium cohort share) by household-income eligibility tier, by all-in friction cost above sticker, by ready-versus-under-construction format, by developer Grade-A versus Grade-B default risk, or by cross-publisher universe variance. This Mirror Brief opens the headline using three additional public publishers covering the same window.

Q1 2026 sales (Top 7)
70,631
units sold · +8 % YoY
Q1 2026 launches (Top 7)
90,023
units launched · +13 % YoY · +32 % QoQ
Premium share of 2025 sales
63%
≥ ₹1 crore · up from 53 % in 2024 · +6 % YoY demand
Sub-₹1 cr mass-segment demand
-30%
YoY in 9M 2025 · -31 % in Q4 2025
Launch share above ₹1 cr · 2025
70%
up from 64 % in 2024
City-level price growth · 2025
+13%
Chennai · Bengaluru · Delhi-NCR YoY · Kolkata +12 %

Source: JLL India Research · Residential Market Dynamics, Q1 2026 update + Full-Year 2025, accessed 2026-05-20.

L2 · The Cross-Publisher Verified Core

Same window. Same Top 7 cities. Two publishers, two numbers — a 44 % universe variance.

The same Q1 2026 January-March window is measured by four major publishers, each with a slightly different definition of what counts as a primary residential sale. The aggregate growth direction agrees; the universe sizes do not. The variance is itself a finding the headlines do not surface.

Q1 2026 residential sales reconciliation — JLL India vs ANAROCK (same Top 7 cities)
Publisher Q1 2026 sales (units) Q1 2026 launches (units) YoY sales growth QoQ sales
JLL India 70,631
Bengaluru + Delhi-NCR led launches
90,023 +8 % not disclosed
ANAROCK 101,675
value ₹1.51 lakh crore · MMR + Bengaluru = 48 % of sales
126,265 +9 % -7 %
Universe variance ANAROCK +44 % ANAROCK +40 % within 1 pp

Both publishers report a similar year-on-year growth rate of eight to nine percent. Their counted universes differ by approximately forty-four percent on the same Top 7 cities in the same window. ANAROCK reports new launches outpacing sales for the first time in the post-pandemic cycle and unsold inventory rising seven percent year-on-year to above six hundred thousand units. JLL frames the same launch-outpacing-sales pattern as a "healthy market adjustment."

Both descriptions are correct under their own measurement conventions. The public reader is not told the underlying universe-size difference exists. For the structural decomposition the brief turns to two additional publishers covering the same Full-Year 2025 window — CREDAI/Liases Foras (50-city all-India primary) and Knight Frank India (Affordability Index) — for the cohort and affordability layers.

L2 · The Cohort Shift

Premium-led recovery — the median buyer's segment has collapsed.

Two independent publishers — JLL India (units-weighted, Top 7 cities) and CREDAI in partnership with Liases Foras (value-weighted, 50-city all-India) — corroborate the same structural finding using different measurement bases.

Full-Year 2025 ticket-size cohort split — JLL India and CREDAI/Liases Foras side-by-side
Publisher · Universe Above ₹1 crore (premium) Sub-₹1 crore (mass) Affordable / PSL
JLL India · Top 7 · units 63 % of unit sales
up from 53 % in 2024 · demand +6 % YoY
37 % of unit sales
down from 47 % · demand -30 % YoY (9M) · -31 % (Q4)
(within sub-₹1 cr bucket)
CREDAI / Liases Foras · 50-city · value 78 % of sales value
51 % ultra-luxury ₹2 cr+ · 27 % luxury ₹1-2 cr
16 % of value
mid-segment ₹40 lakh-₹1 cr
6 % of value
affordable + PSL combined
JLL launches share · 2025 70 % of launches
up from 64 % in 2024
30 % of launches

Two independent publishers. Two different measurement bases — units versus value, Top 7 versus 50 cities. One corroborated finding: the premium ticket band has captured the majority of both demand and supply in the residential market. Whether one reads JLL or CREDAI, by units or by value, the picture is the same — and the mass-market sub-₹1 crore segment has structurally collapsed by approximately thirty percent year-on-year.

The eight-percent Q1 2026 sales growth is real. Both JLL and ANAROCK corroborate it. The growth is real because the market has shifted toward the cohort that can absorb six-percent year-on-year premium demand. The same number that signals recovery in aggregate signals the median Indian buyer leaving the market in cohort terms.

L2 · The Affordability Paradox

Two publishers, two definitions — both true, opposite stories.

Knight Frank India's Affordability Index 2025 reports the EMI-to-income ratio improving across most cities — Mumbai falling below fifty percent for the first time in recorded history. JLL India and CREDAI/Liases Foras together show the cohort access deteriorating for the median Indian buyer. Both stories hold simultaneously because they measure different things.

Knight Frank · Income-weighted
Affordability Index 2025

EMI-to-income ratio for a representative city household financing a representative city home at 80 percent loan-to-value, 20-year tenure. Ahmedabad 18 percent · Pune 22 percent · Kolkata 22 percent · Mumbai MMR 47 percent — first time below fifty in recorded history (down from 93 percent in 2010). Driven by a 125-basis-point repo-rate cut since February 2025 plus aggregate income growth.

Improving aggregate
affordability strengthens across most cities
JLL + CREDAI · Unit / Value-weighted
Ticket-size cohort shift 2025

Distribution of sold units (JLL Top 7) and sales value (CREDAI 50-city) across ticket bands. Sub-₹1 crore demand fell thirty percent year-on-year in nine-month 2025. Premium ≥₹1 crore captured sixty-three percent of JLL units and seventy-eight percent of CREDAI value. Affordable plus PSL together is six percent of CREDAI value. The mass-market segment is structurally collapsing.

Collapsing cohort
median buyer's segment in deep decline

Both descriptions are correct under their own definitions. Knight Frank's index is income-weighted — as representative household incomes grow faster than representative home prices in the aggregate, the index improves. JLL and CREDAI's cohort shift is unit-weighted and value-weighted — as the mass-market unit volume collapses, the cohort distribution deteriorates.

A median Indian buyer can simultaneously face a "more affordable" index and a market that has shifted its product away from their budget. The publishable test is which cut answers the reader's actual question — can I afford to buy a home like the one I want, in the city I want? — and that requires the cohort-weighted view, not the income-weighted index.

L2 · The Friction-Cost Ladder

What is missing from every sticker — approximately fifteen percent in friction.

Public residential market reports — JLL, ANAROCK, CREDAI, Knight Frank — all publish sticker-price metrics. The all-in cost of taking possession is a separate stack the buyer discovers only at closing. The friction stack is not a JLL omission per se, but it is systematically absent from the public residential narrative.

Friction layers above sticker — typical urban Top 7 residential purchase, ready-to-move
Layer Typical cost Notes
Sticker price (as published) the headline number reported by JLL / ANAROCK / CREDAI
Stamp duty 5-7 % varies by state — Maharashtra 5-6 % · Karnataka 5 % · Delhi 6 % · Tamil Nadu 7 %; some states offer 1-2 pp concession to women buyers
GST on under-construction property 5 % (1 % affordable) applies only to under-construction; ready-to-move = exempt
Registration charge ~1 % most states
Brokerage 1-2 % channel-dependent — direct developer purchase often waived
Interior fit-out and appliances 8-12 % typical urban 2 / 3 BHK ready-to-move 8-10 %; full fit-out for under-construction 12-15 percent or higher
Society and handover charges 0.5-1 % maintenance corpus, club, parking
Home-loan processing + insurance 0.5-1 % one-time at origination
All-in friction over sticker approximately 12 to 18 % a ₹1 crore sticker is approximately ₹1.12 to 1.18 crore keys-in-hand

A median Indian buyer comparing their household budget against the "₹1 crore" headline sticker is reading a price that is approximately fifteen lakh rupees short of what the purchase actually costs. For the premium ₹1 crore-plus cohort, that is a fifteen to eighteen lakh rupee delta on top of every published number — a layer none of the four publishers surfaces by itself.

L5 · The Disclosure-Frequency Verdict

Four numbers, one quarter — and a definition gap the headline averages out.

What JLL India announces for January-March 2026 is residential sales growth of eight percent year-on-year, corroborated by ANAROCK at nine percent. What CREDAI and Knight Frank publish for the same window, decomposed by ticket-size cohort and by income-weighted affordability, is two different pictures of the same underlying market. The same Indian residential reader, looking at the same Q1 2026 window, encounters eight different numbers across four publishers.

India residential Q1 2026 / Full-Year 2025 — eight numbers, four publishers, four definitions
Number Publisher Definition
+8 % YoY JLL India · Q1 2026 Top 7 cities, unit-weighted sales (70,631 units)
+9 % YoY ANAROCK · Q1 2026 Top 7 cities, unit-weighted sales (101,675 units) — broader counted universe
+6 % YoY JLL India · Full-Year 2025 Premium cohort ≥ ₹1 crore, unit-weighted
-30 % YoY JLL India · 9-month 2025 Mass cohort sub-₹1 crore, unit-weighted
78 % of value CREDAI / Liases Foras · Full-Year 2025 Premium cohort ≥ ₹1 crore, value-weighted, 50-city all-India
6 % of value CREDAI / Liases Foras · Full-Year 2025 Affordable + PSL segment, value-weighted, 50-city all-India
47 % Knight Frank · Affordability Index 2025 EMI-to-income ratio Mumbai MMR — first time below fifty in history
~+15 % Industry-standard friction stack All-in transaction cost over sticker — not published by any of the four
Editorial finding

Each of those numbers is correct under its own definition. The Indian residential headline conflates them. The +8 percent Q1 2026 headline holds — but reading only the headline tells the median Indian reader the opposite of their lived reality. The publishable test is per-quarter per-publisher per-cohort — current-quarter sales, ticket-band growth, household-income eligibility, all-in friction — reported separately rather than averaged. The disclosure-frequency standard the headline has been averaging out.

This Mirror Brief does not allege any inaccuracy or methodological flaw in any of the four cited reports. JLL India Research's Residential Market Dynamics remains the canonical quarterly index for the Indian residential market in Q1 2026. ANAROCK, CREDAI in partnership with Liases Foras, and Knight Frank India each disclose their data accurately and completely under their chosen conventions. The Mirror Brief adds only the cross-publisher cohort decomposition no single headline publishes by itself.

Outside Scope

What this brief does not estimate.

The verified-core decomposition resolves at the publisher-cohort frequency. Higher resolution requires lease-registry, RERA filings, or municipal-record reconciliation outside the four publishers cited.

Layer What is published What is not
Unorganised + secondary market The four publishers cover the institutional primary residential market Secondary resale, the unorganised builder segment, and most of the affordable PMAY / PSL pipeline outside the Top 50 cities are not captured
Per-deal price or developer-specific economics Publishers report weighted-average city prices and aggregate cohort shares Deal-by-deal rent, individual developer margins, or RERA-default rates are not published
Cross-publisher methodology audit The brief reports each publisher's headline as published The brief does not reconstruct sales counts from RERA filings to audit publisher definitions
Household-count attribution The brief surfaces the directional cohort shift The brief does not estimate the specific number of Indian households priced out of the premium cohort
Forward-quarter forecast Q1 2026 is the dataset This brief does not forecast Q2 2026 or beyond, and does not extrapolate the trajectory
Buyer-specific friction cost The friction stack is a documented industry-standard range Actual all-in cost varies by exact city, ready-vs-under-construction status, buyer gender (stamp-duty concession), and brokerage channel
Sources

Four publicly-available documents · accessed 2026-05-20.

JLL India Research is cited as the announcement-anchor source. ANAROCK Property Consultants, CREDAI in partnership with Liases Foras, and Knight Frank India are cited as the cross-publisher verified-core decomposition sources. All four documents remain the intellectual property of their respective publishers; this Mirror Brief reproduces no exhibits and excerpts no extended prose.

01
Residential Market Dynamics — Q1 2026 update + Full-Year 2025
JLL India Research
May 2026 · Feb 2026
02
Q1 2026 Residential Report — Top 7 Cities
ANAROCK Property Consultants
27 March 2026
03
Indian Real Estate CY 2025 Report
CREDAI · in partnership with Liases Foras
early 2026
04
Rediscovering Affordability + Affordability Index 2025
Knight Frank India Research
December 2025

Supplementary cross-references for the friction-cost ladder: state stamp-duty notifications (Maharashtra, Karnataka, Delhi, Tamil Nadu Revenue / Stamps Departments) · GST Council notifications on under-construction property tax rate · Reserve Bank of India housing-finance company aggregate disbursement data.

Methodology

How this Mirror Brief is built.

Research approach

This Mirror Brief decomposes a single published index — JLL India Research's Q1 2026 residential sales growth headline of eight percent year-on-year — by cross-publishing against three additional research firms covering the same January-March 2026 window or the Full-Year 2025 structural anchor. Geographic scope is India's Top 7 metros (Bengaluru, Mumbai, Pune, Chennai, Delhi-NCR, Kolkata, Hyderabad) where the four publishers' coverage overlaps, with CREDAI in partnership with Liases Foras extending the all-India 50-city view for the value-weighted cohort split. The sectoral focus is primary residential — new homes sold by listed and unlisted developers — excluding secondary resale and the unorganised builder segment.

Source standards

Every figure cited in this brief is drawn from a publicly accessible research publication or its widely-reproduced trade-press release. The four primary sources — JLL India Research, ANAROCK Property Consultants, CREDAI in partnership with Liases Foras, and Knight Frank India — are listed in the Sources section above. Where cross-publisher universe sizes differ — most notably JLL's 70,631 Top 7 Q1 2026 sales versus ANAROCK's 101,675 Top 7 Q1 2026 sales — the brief reports both numbers and the variance explicitly rather than averaging or selecting. The brief does not introduce a fifth proprietary dataset, does not impute missing values, and does not adjust any of the four publishers' headline figures.

Decomposition construction

The Q1 2026 cross-publisher reconciliation pairs JLL's units-weighted Top 7 view with ANAROCK's units-weighted Top 7 view for the same-window comparison. The cohort decomposition pairs JLL's units-weighted Top 7 ticket-size split with CREDAI in partnership with Liases Foras's value-weighted 50-city all-India ticket-size split, treating the corroboration across two measurement bases as the verified core. The Knight Frank Affordability Index is included as a methodological counterweight: income-weighted versus unit-weighted views of the same market produce different findings, and the brief reports the paradox rather than picking one side. The friction-cost ladder is constructed from publicly-disclosed state stamp-duty notifications, GST Council notifications on under-construction property, and industry-standard registration, brokerage, and fit-out cost ranges. The ladder is not a JLL-published quantity but is documented from primary regulatory sources.

Limitations

The verified-core decomposition resolves at the publisher-cohort frequency. The four publishers cited cover the institutional primary residential market; secondary resale, the unorganised builder segment, and most of the affordable PMAY / PSL pipeline outside the Top 50 cities are not captured. The friction-cost ladder is a documented industry-standard range, not a buyer-specific computation — actual all-in cost varies by exact city, ready-versus-under-construction status, gender of the primary buyer (for stamp-duty concession), and brokerage channel. The brief does not estimate the precise number of Indian households priced out of the premium cohort; it surfaces the directional cohort shift, not a household-count attribution. Knight Frank's Affordability Index methodology assumes a representative household income and city home; any individual reader's affordability picture will diverge from the city representative. The May 2026 cut-off date for source materials means any subsequent restatements by any of the four publishers are not reflected in this version.

Editorial position

This brief is analytical commentary on four publicly-available research disclosures. It does not allege any inaccuracy or methodological flaw in any of the cited reports, does not advocate any course of action by buyers, investors, developers, or regulators, and does not forecast future residential sales volumes or prices. JLL India Research's Residential Market Dynamics remains the canonical quarterly index for the Indian residential market in Q1 2026. The Mirror Brief adds only the cross-publisher cohort decomposition the headline does not itself publish. Any cited figure used for property purchase, investment, or financial decisions should be cross-verified directly against the originating publisher's full disclosure.