Location intelligence · updated quarterly

    Eleven cities. Forty indicators. One ranking — for your role mix, not your competitor's.

    Bengaluru holds the deepest AI/ML bench in the world. Hyderabad took 41–46% of last year's new setups. Pune's senior engineers cost 20–30% less. Which one is right depends on what you're building. This index tells you, with the working shown.

    Index at a glance

    Top three for product engineering

    as of Q3 2026

    1. 01Bengaluru83
    2. 02Hyderabad80
    3. 03Delhi NCR75
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    The market in one screen

    India's capability-center market, with sources.

    2,117

    GCCs in India

    across 3,728 units · Zinnov–nasscom 2026

    2.36M

    Professionals employed

    in India GCCs · Zinnov–nasscom 2026

    $98.4B

    GCC revenue

    up 32% since FY2021 · Zinnov–nasscom 2026

    506

    Forbes Global 2000 companies

    with an Indian GCC · Zinnov–nasscom 2026

    #1

    AI hiring market globally

    India ranked first · Zinnov–nasscom 2026

    Where new centers went in 2025–26 · share of new setups (approx.)

    • Hyderabad 43%
    • Bengaluru 24%
    • Pune 10%
    • Delhi NCR 8%
    • Chennai 7%
    • Mumbai 4%
    • Emerging 4%

    How we score a city

    Forty indicators, six dimensions, weights you control.

    Bain-style transparency: every dimension lists the indicators behind it, the sources are named, the refresh cadence is stated, and what changed this quarter is logged.

    Talent depth

    • · Total tech workforce
    • · AI/ML and data specialists
    • · Senior-engineer availability
    • · University pipeline
    • · English proficiency
    • · Domain density (BFSI, ER&D, SaaS)

    Cost

    • · Median compensation by level and skill family
    • · Grade-A rent per sq ft by corridor
    • · Flex-space pricing
    • · Cost-of-living pressure on wages
    • · State incentives

    Retention

    • · Attrition band
    • · Competing-GCC density (poaching risk)
    • · Commute time
    • · Quality-of-life index

    Infrastructure & risk

    • · Grade-A stock and pipeline
    • · Power reliability
    • · Airport connectivity
    • · Flooding and climate exposure
    • · Policy stability

    Ecosystem

    • · Existing GCC count
    • · Sector peers present
    • · Vendor and partner density
    • · Community and events

    Time-zone & travel

    • · Overlap hours with HQ
    • · Direct-flight availability
    • · Visa and travel friction

    Sources · refreshed quarterly

    • · Zinnov–nasscom India GCC Landscape 2026
    • · JLL and Colliers office-market reports, Q1–Q2 2026
    • · Talpro compensation benchmarks by city and level (documented engagements)
    • · State IT policies: Karnataka, Telangana, Maharashtra, Tamil Nadu, Gujarat (GIFT City IFSC), Kerala, Madhya Pradesh, Odisha
    • · Ministry of Civil Aviation direct-route schedules

    What changed

    • Q3 2026Hyderabad new-setup share raised to 41–46%; Pune GCC count updated to 360+; Mumbai GCC share of gross leasing added (46.3%).
    • Q2 2026Six emerging cities added with state-incentive headlines; time-zone dimension split from infrastructure.

    Scores are Talpro's editorial scoring of the indicators above, 0–100 per dimension. They are a ranking aid for a shortlist, not a measurement; the location workshop replaces them with your constraints.

    The index

    Move a slider. Watch which city moves, and why.

    Location Intelligence Index

    Eleven cities, ranked for your role mix

    as of Q3 2026

    Role mix

    Depth and ecosystem first; cost is a constraint, not the objective.

    Weights

    Must-haves

    1. 0183
    2. 0280
    3. 0375
    4. 0474
    5. 0574
    6. 0671
    7. 0759
    8. 0857
    9. 0956
    10. 1055
    11. 1153
    BengaluruHyderabadPuneChennaiDelhi NCRMumbaiCoimbatoreAhmedabadKochiIndoreBhubaneswar

    Six Tier-1 profiles

    Drafted from current data; refreshed quarterly.

    Bengaluru900+ unitsThe deepest software, AI and ML pool in the country.
    • · Roughly 34–39% of the national GCC market
    • · Grade-A rents ₹70–250/sq ft/month; ORR corridor ₹105–135
    • · Over 600,000 GCC employees in Karnataka

    Watch-outs

    About a 50-minute average one-way commute and the highest competitive poaching density

    Best for

    AI-first product engineering where depth outweighs cost

    Full city guide
    Hyderabad~20% of GCCs41–46% of last year's new setups chose it.
    • · 41–46% of new GCC setups in 2025–26
    • · Operating costs 15–20% below Bengaluru; rents ₹50–120/sq ft/month
    • · 300,000+ GCC professionals; half of last year's new BFSI entrants chose it

    Watch-outs

    Momentum brings competition for the same senior BFSI and pharma leaders

    Best for

    BFSI, pharma and large multi-function hubs prioritising cost-to-depth ratio

    Full city guide
    Pune360+ GCCsThe deepest embedded, mechanical and electronics bench.
    • · 360+ GCCs, projected past 500 by 2030
    • · 420,000–450,000 IT professionals
    • · Senior technical salaries 20–30% below Bengaluru; Kharadi rents ₹60–70/sq ft/month

    Watch-outs

    Peak corridor speeds of 15–20 km/h; plan the site around where the engineers live

    Best for

    ER&D, automotive, industrial and platform engineering

    Full city guide
    ChennaiEstablished, growingAmong the most cost-efficient Tier-1 locations.
    • · Strong in automotive, manufacturing tech, SaaS and BFSI back-office
    • · Established SEZ and STPI infrastructure
    • · Lower attrition than Bengaluru across engineering bands

    Watch-outs

    Monsoon flooding exposure in low-lying corridors; choose the campus with that in mind

    Best for

    Cost-disciplined engineering and operations centers with strong process maturity

    Full city guide
    Delhi NCRGurugram-ledBFSI and consulting-heavy talent, 15–30 minutes from IGI.
    • · Around 40% of new NCR setups land in Gurugram
    • · Rents ₹45–200/sq ft/month; flex space is 20–25% of leasing
    • · Widest direct-flight network in the country

    Watch-outs

    Air quality and winter disruption are a real retention factor for relocated leaders

    Best for

    BFSI, consulting-adjacent and leadership-heavy hubs needing HQ travel access

    Full city guide
    MumbaiBFSI capital30% of national BFSI office leasing since 2018.
    • · Around 20% of national Q1 2026 leasing; GCCs took 46.3% of the city's gross volume
    • · Regulator, exchange and financial-services peer proximity
    • · Highest cost-of-living pressure on wages among the six

    Watch-outs

    Premium rents across corridors; Andheri East is the primary GCC corridor

    Best for

    Banking, insurance, capital-markets and fintech centers that need regulator and peer proximity

    Full city guide

    The Tier-2 thesis

    The next 500 GCCs won't all be in six cities.

    Positioned as satellite or second-site options, not first-site defaults.

    Coimbatore

    Cost index 58

    Incentive: Tamil Nadu Tier-2 incentive package

    Pipeline: Strong mechanical and textile-engineering pipeline

    The honest constraint: Senior-leadership depth and Grade-A supply are thin; plan a hub-and-spoke, not a first site

    Ahmedabad / GIFT City

    Cost index 62

    Incentive: IFSC tax and regulatory regime at GIFT City

    Pipeline: New Grade-A supply coming online

    The honest constraint: Software-engineering depth is limited outside financial operations

    Kochi

    Cost index 60

    Incentive: Infopark and SmartCity SEZ campuses

    Pipeline: Kerala IT policy incentives

    The honest constraint: A small senior-engineering market; hiring above 100 seats needs relocation

    Indore

    Cost index 55

    Incentive: Madhya Pradesh IT and ESDM incentives

    Pipeline: Crystal IT Park and Super Corridor supply

    The honest constraint: Limited Grade-A stock and no direct international flights

    Bhubaneswar

    Cost index 52

    Incentive: Odisha IT policy with capital and rent subsidies

    Pipeline: Infocity SEZ

    The honest constraint: Cyclone exposure and thin leadership depth; a spoke, not a hub

    Talpro's point of view

    Three arguments we make in every location workshop.

    Why the second site matters more than the first

    Most boards agonise over the first city and never model the second. Yet the second site is where the economics of an India center are actually decided. The first site is chosen for depth: the leaders you can hire, the peers you can poach from, the ecosystem that makes a relocation offer credible. Depth is expensive, and it should be. It buys you a site head, a first hundred engineers and a brand in the market.

    The second site is chosen for leverage. By the time a center reaches two to three hundred seats, the work has stratified: a core that needs the deepest bench and a much larger layer of application, platform, QA and operations roles that do not. Keeping that layer in a Tier-1 corridor at Tier-1 rents and Tier-1 attrition is the single most common way a center that looked cheap on the board paper becomes expensive by year three.

    The index on this page is built to be run twice: once with a role mix weighted to depth, once weighted to cost and retention. If the same city wins both, build one site. If different cities win, plan the second site into the operating model before the first lease is signed — the entity, payroll and compliance spine already stretch across states, and the marginal cost of a spoke is a fraction of what the herd assumes.

    Talpro engagement leadership

    Hyderabad's 41%: momentum or herd?

    Between 41 and 46 percent of new capability centers in the last year chose Hyderabad. That is a remarkable number for a city that held a fifth of the market a few years ago, and it invites the obvious question: is it a signal or a stampede?

    The case for signal is strong. Operating costs sit 15–20 percent below Bengaluru, the state government has run a consistent policy for a decade, Grade-A supply kept pace with demand, and the BFSI and pharma clusters give a new center peers to hire from on day one. Half of last year's new BFSI entrants chose it, and for that sector the choice is close to rational by default.

    The case for herd is about what 41 percent does to the leadership market. Senior engineering managers, site heads and heads of function are a thin layer in any city, and forty new centers competing for the same two hundred people bids their cost up and their tenure down. Our advice is unglamorous: if your role mix is BFSI or multi-function operations, Hyderabad probably wins and the index will say so. If it is AI-first product engineering, run the index before you follow the crowd — Bengaluru's premium buys a bench nobody else has, and Pune's discount buys a very good one.

    Talpro engagement leadership

    Cost index vs total cost: the twelve months nobody models

    A cost index compares a fully loaded seat in one city with the same seat in another. It is a useful number and it is on this page. It is also the number most likely to mislead a board, because it describes a center that already exists and says nothing about the year it takes to build one.

    The twelve months between the board's approval and a productive floor carry costs that never appear in a per-seat index: a site head hired in month three whose team arrives in month eight; a lease signed for a floor that fills in three cohorts; consultants, lawyers and recruiters working in parallel on separate statements of work; and, largest of all, the opportunity cost of the work that was supposed to have shipped. Setup-month opportunity cost is the line in the ROI calculator that clients most often ask us to remove, and the one we most often refuse to.

    This is the honest argument for Build-Operate-Transfer. It does not make India cheaper per seat — the index does that. It makes the twelve months shorter and the cost of them predictable, because one partner is accountable for the critical path and carries the lease, the leadership guarantee and the hiring-velocity penalty. Model the seat cost, by all means. Then model the year.

    Talpro engagement leadership

    The report

    The India GCC Location Intelligence index.

    Eleven cities, forty indicators, sector cuts for BFSI, SaaS, ER&D and healthcare, and the full methodology. Free for enterprise readers; sent by an engagement leader from a named mailbox.