You're wondering —
LokaScore
answers all of it.
In data.
74 independently sourced signals. Every 500m × 500m cell in Pune and PCMC. No builder input. No broker opinion. Only measurement.
PUNE · PCMC
Your Builder
- ·Clubhouse & Swimming Pool
- ·Gym & Spa
- ·Covered Parking
- ·Interior Finishes
- ·Landscaped Garden
- ·Security & CCTV
Trust your builder for life inside the gates.
LokaScore
- ·Air Quality (PM2.5 & NO₂)
- ·Crime Rates
- ·Commute Times to 19 Hubs
- ·Flood & Waterlogging Risk
- ·Noise Levels
- ·School & Hospital Access
- ·4G/5G Network Strength
- ·Power Reliability
Trust LokaScore for everything outside.
The information gap
What Google Maps won't tell you.
Every home buyer in India makes a ₹1–5 crore decision on incomplete data. LokaScore fills the gap.
Before LokaScore
Neighbourhood vibe
Broker says “up & coming”
Air quality
No data available
Flood history
Builder says never flooded
Crime
Feels safe (no data)
Power reliability
Unknown
Commute time
~30 min (no traffic assumed)
School access
A few schools nearby (maps)
Noise levels
Not assessed
With LokaScore · Kharadi sample
Neighbourhood vibe
LokaScore 74 · Platinum tier
top 22% of all cells
Air quality (NO₂)
39 µg/m³
above WHO 25 µg/m³ limit — measured
Flood history
Flooded 2 of last 5 monsoons
multi-decade satellite water records
Crime index
4.2 FIRs/km²/year
from official police records
Power reliability
2.8 hrs/month outage avg
feeder-level outage data
Commute time
11 min rush-hour to EON
measured at 6–8 PM, not off-peak
School access
11 verified schools within 1.5 km
cross-verified from 2 sources
Noise levels
Highway noise penalty applied
NH road proximity scored
But most people don't get this lucky.
Location isn't just an address. It's the air your children breathe. The hours you lose — or save — every day.
of urban Indian children suffer from respiratory disease
Asthma, bronchitis, COPD — linked to PM2.5 levels in their neighbourhood.
of Punekars spend over 1 hour commuting daily
That's 500+ hours a year lost to traffic.
average NO₂ concentration across Pune's grid cells
43% of cells exceed the WHO annual guideline of 25 µg/m³.
of Pune's mapped cells experience flooding during monsoon
1 in 4 cells records standing water lasting more than 2 weeks.
average power outage per cell per month
Worst-performing zones exceed 9 hours. Only 31% of cells have uninterrupted supply.
of Pune's grid cells have adequate green cover
Avg vegetation index across the city: 0.21. Healthy threshold: 0.30+
Choose with data.
City extremes
Best cell vs. worst cell. Same city.
5,695 cells. A 47-point gap between Pune's best and worst — measured in minutes, hospital access, and safety data. Same city. Completely different lives.
Best Cell
Chinchwad belt · 71.5
Worst Cell
Southern boundary · 24.0
We've already mapped it.
Every 500m × 500m cell independently scored. The data exists.
Grid Cells Scored
500m × 500m · fully evaluated
Signals Per Cell
across 5 pillars
City Avg LokaScore
range: 24.0 – 71.5
Score Coverage by Pillar
5,695 cells · Pune & PCMCConnectivity
19 inputs
Safety
8 inputs
Environment
18 inputs
Infrastructure
16 inputs
Amenities
10 inputs
Score Distribution — 5,695 Cells
What we measure.
Every cell scored across 74 independent data points — from vegetation health to crime rates, from air quality to commute times. No builder input. No self-reporting. Just data.
Click a pillar above to explore its factors ↑
6 premium RE developers in Pune are already using LokaScore
Residential projects across Baner, Kharadi, Wakad, Balewadi, and Koregaon Park
For Builders
Stand out with transparency.
Your competitors rely on brochures. You can offer proof. The projects that sell fastest are the ones that can prove their location quality.
- ✓Independent third-party validation that buyers trust
- ✓A report that does the convincing for you
- ✓Differentiate from every other project in the area
Head-to-Head Comparison
Your Project
Baner, West Pune
Competitor
Pimpri, PCMC
Your project wins 6 of 6 metrics. That's your pitch.
Context
A developer launching a 240-unit project in Wakad used LokaScore to compare their location against 3 competitor projects in the same micro-market.
What they found
Their cell scored 14 points higher on Infrastructure and 19 points higher on Connectivity than the nearest competitor — data they had no way to quantify before.
Outcome
Added the LokaScore comparison to their sales deck. 34% lift in qualified pre-launch inquiries in 6 weeks.
For Buyers
Know before you commit.
Buying a home is the biggest financial decision of your life. You deserve independent data — not marketing brochures.
“Look for the LokaScore report when evaluating a project. If a builder offers it — they're confident about their location.
If they don't — ask why.”
Commute vs. quality
Where does the sweet spot live?
Rush-hour commute time vs. LokaScore for every major area in Pune & PCMC. The ideal neighbourhood is top-left — high score, short commute.
LokaScore vs. Rush-hour Commute to Hinjewadi IT Park
12 areas · Pune & PCMCLive Data Sample
Across the city, in numbers.
A slice of the scored grid — sorted, filterable, and brutally honest. Click any column to sort.
| Ward | Tier | Overall ↓ | Env | Infra | Places | Commute | Safety | NO₂ | Rush |
|---|---|---|---|---|---|---|---|---|---|
| Wakad | Platinum | 68 | 35 | 50 | 85 | 100 | 79 | 43 µg | 29 min |
| Kalyani Nagar | Platinum | 67 | 40 | 53 | 76 | 100 | 77 | 38 µg | 18 min |
| Hinjewadi | Platinum | 67 | 39 | 58 | 69 | 100 | 75 | 44 µg | 8 min |
| Baner | Platinum | 64 | 37 | 42 | 76 | 100 | 76 | 55 µg | 28 min |
| Kharadi | Platinum | 64 | 36 | 45 | 75 | 100 | 75 | 51 µg | 11 min |
| Viman Nagar | Platinum | 64 | 41 | 52 | 73 | 100 | 60 | 48 µg | 19 min |
| Balewadi | Platinum | 61 | 30 | 43 | 76 | 100 | 67 | 40 µg | 32 min |
| Bhosari | Gold | 60 | 39 | 40 | 55 | 100 | 73 | 52 µg | 41 min |
| Koregaon Park | Gold | 59 | 40 | 30 | 74 | 100 | 52 | 42 µg | 24 min |
| Pimpri | Gold | 59 | 37 | 28 | 72 | 100 | 62 | 49 µg | 42 min |
| Talegaon | Gold | 46 | 44 | 17 | 4 | 100 | 70 | 22 µg | 74 min |
| Chakan | Gold | 42 | 46 | 30 | 2 | 90 | 43 | 28 µg | 61 min |
Interactive comparison
Compare any two areas.
Pick two neighbourhoods. See every signal side by side — not opinions, numbers.
Key signals
Find your area
What fits your life?
Set your workplace, commute limit, and priority. LokaScore surfaces the areas that actually match.
Your preferences
5 areas match · ranked by balanced (all pillars)
8 min to Hinjewadi IT Park · LokaScore 67
Env
39
Infra
62
Places
69
Comm.
88
Safety
75
29 min to Hinjewadi IT Park · LokaScore 68
Env
35
Infra
63
Places
85
Comm.
57
Safety
79
28 min to Hinjewadi IT Park · LokaScore 64
Env
37
Infra
59
Places
76
Comm.
58
Safety
76
32 min to Hinjewadi IT Park · LokaScore 61
Env
30
Infra
56
Places
76
Comm.
52
Safety
67
44 min to Hinjewadi IT Park · LokaScore 59
Env
40
Infra
54
Places
74
Comm.
34
Safety
52
Sample Report Preview
What a LokaScore report looks like.
Location Report
Baner, Pune 411045
Cell: t9y6kx · 500m × 500m
Platinumcity avg: 46.4
What Buyers Actually Ask
Every question you have about a neighbourhood — answered with data.
Not brochures. Not broker opinions. Not gut feel. Every question below is answered by a specific, independently measured signal in the LokaScore database.
12 questions. 74 signals. Every answer is a number, not a guess.
Signal Coverage
74 signals.
5,695 cells.
Zero opinions.
Every LokaScore is assembled from independently sourced, satellite-verified, and ground-truth-reconciled data layers. No builder input. No self-reporting. No editorial judgement — only measurement.
click any pillar to expand · or scroll for all
Vegetation Index
Satellite-measured density of living green cover — how much real vegetation surrounds the cell
Water Body Health
Condition of open water and wetness in and around the cell — lakes, canals and seasonal water
Green Cover Percentage
Share of the cell that is genuine vegetation rather than concrete, tarmac or bare ground
Urban Heat Islandpenalty
How much hotter this cell runs than the city baseline — the difference you feel between leafy and paved areas
Extreme Heat Exposurepenalty
How often the cell endures dangerously hot days over the course of a year
NO₂ Pollutionpenalty
Nitrogen dioxide load overhead — the pollutant that tracks traffic and combustion most closely
PM2.5 Aerosol Loadpenalty
Fine particulate burden in the air — the fraction small enough to reach deep into the lungs
Flood Risk Scorepenalty
How frequently this location has actually gone under water across decades of observation
Terrain Slope Penaltypenalty
Steepness of the ground — steep sites drain badly, cost more to build on, and carry slip risk
Monsoon Waterlogging Riskpenalty
Likelihood of monsoon rain pooling here once terrain and ground cover are accounted for
Standing Water Durationpenalty
How long water lingers once it collects — separates a passing puddle from a persistent swamp
Elevation
Height above sea level — a first-order control on both drainage and summer temperature
Population Density
How many people the cell actually holds, independent of official ward boundaries
Urban Settlement Class
Where the cell sits on the rural → peri-urban → suburban → urban-centre spectrum
Nighttime Luminosity
How brightly the cell is lit after dark — a reliable proxy for development and electrification
Building Densitypenalty
How tightly built-up the cell is, and how much open space is left between structures
Solid Waste Proximity Penaltypenalty
Distance to mapped solid waste dumping grounds, landfill sites, and open garbage mounds — disease vector and odour risk
Informal Settlement Densitypenalty
Unplanned or peri-urban settlement classification score — identifies zones with informal housing and inadequate services
Walkability Index
How connected the street grid is on foot — whether you can actually walk somewhere, or must drive
4G/5G Tower Count
Density of cellular base stations serving the cell across 4G and 5G
Streetlight Count
Public lighting present in the cell — a strong signal of both night safety and municipal upkeep
Sidewalk Density
Length of usable footpath in the cell — pavement that genuinely exists rather than nominally
Bus Stop Access
Scheduled public bus stops within the cell — access to formal transit, not just informal shares
EV Charging Access
Electric vehicle charging station count — proximity to grid-connected fast and slow charging infrastructure
Road Network Density
How much road serves the cell — the difference between a connected grid and a single access lane
Road Surface Quality
Share of local roads that are properly surfaced rather than unpaved or broken
Fuel Station Access
Petrol pump and CNG station count — vehicle refuelling infrastructure proximity
Noise Pollution Penaltypenalty
Exposure to highway and railway noise — how quiet the cell actually is once sources are weighted by distance
Power Reliabilitypenalty
Hours of unplanned power interruption per month at the local distribution feeder
Open Drain Proximity Penaltypenalty
Distance to mapped open drainage canals and nullahs — odour, mosquito, and contamination risk index
Industrial Hazard Penaltypenalty
Proximity to mapped industrial zones, quarries, landfill sites — composite land-use hazard and environmental risk
Water Supply Reliability
Whether municipal water arrives dependably, or the area leans on tankers and borewells
Broadband / Fibre Penetration
Availability of fixed-line fibre broadband to the cell — last-mile internet, not mobile fallback
Active Construction Penaltypenalty
Proximity to large active construction sites — dust, noise, heavy vehicle traffic, and road damage risk
Schools & Education
Schools and coaching centres within walking distance of the cell
Hospitals & Clinics
Hospitals and clinics close enough to matter when minutes count
Parks & Recreational Space
Mapped parks and playgrounds serving the cell — usable green space, not just undeveloped land
Parks (Cross-verified)
Park count confirmed against a second independent source, so single-source gaps do not skew the score
Preschool & Daycare Access
Crèches, daycares and kindergartens nearby — decisive for households with children under six
Commercial Quality Index
The calibre of retail and commerce around the cell, not merely how much of it there is
Emergency Services (Verified)
Police and fire stations serving the cell, confirmed against a second independent source
Pharmacy & Medical Store Access
Chemists and medical stores within reach — routine prescriptions and late-night emergencies alike
Supermarket & Grocery Access
Groceries and daily essentials within walking distance of the cell
Sports & Fitness Facilities
Gyms, grounds, pools and sports clubs available to residents of the cell
Rush-hour drive time to 19 Pune & PCMC employment hubs · measured at 5:30–7:30 PM
→ Hinjewadi IT Park
Rush-hour drive time to Pune's largest IT employment cluster (approx. 80,000 employees)
→ Kharadi EON Free Zone
Evening peak commute to eastern IT corridor — Zensar, Wipro, Atos campus hub
→ Magarpatta City
Peak-hour drive to integrated township IT park in Hadapsar — mixed commercial and residential zone
→ Baner Tech Corridor
Rush-hour access to Baner-Balewadi IT strip along Mumbai–Pune expressway service road
→ Viman Nagar
Drive time to Nagar Road tech and commercial cluster adjacent to Pune Airport — fast-growing employment hub
→ Kalyani Nagar
Peak commute to upscale IT and financial services cluster on the eastern ring — Accenture, Cognizant, Goldman Sachs
→ Shivajinagar CBD
Drive time to Pune's traditional central business district — government offices, courts, legacy commercial
→ Koregaon Park
Evening rush to premium mixed-use leisure and business district — MNCs, consulting, hospitality sector
→ Talawade MIDC
Rush-hour commute to northern industrial and tech estate — hardware manufacturing, IT infrastructure clusters
→ Chakan Industrial Zone
Drive time to Chakan's dense manufacturing belt — Volkswagen, Mercedes-Benz, Tata Motors, Bajaj Auto campuses
→ Bhosari MIDC
Peak commute to PCMC's flagship industrial estate — engineering, auto ancillary, defence production
→ Talegaon Industrial
Rush-hour access to Mumbai–Pune expressway corridor industrial zone — logistics, FMCG, pharma
→ Ranjangaon MIDC
Commute to far-eastern MIDC zone — Bajaj Auto, General Electric, Emerson Electric anchor tenants
→ Pashan (NCL / IUCAA)
Drive time to Pashan research cluster — National Chemical Laboratory, IUCAA, CSIR campuses
→ Phursungi SP Infocity
Peak commute to south-east Pune IT and business park — Fiserv, Cybage, Persistent Systems campuses
→ Camp / Swargate
Rush-hour drive to legacy commercial hub — retail, BFSI, government, Pune Cantonment business district
→ Kothrud
Evening commute to Kothrud suburban commercial corridor — educational institutions, IT offices, retail
→ Sanaswadi
Drive time to Sanaswadi industrial cluster — auto components, tier-2 manufacturing, MIDC SME zone
→ Kurkumbh MIDC
Peak commute to Daund district's distant industrial estate — chemical manufacturing, bulk drug synthesis
Each hub scored 0–100: cells within 15 min score 100, cells beyond 60 min score 0 · 5,695 cells × 19 hubs = 108,205 routes computed
Emergency Services Proximity
How quickly police and fire services can realistically reach the cell
Crime Indexpenalty
Crime exposure built from official police records, adjusted so dense and sparse cells compare fairly
Street Lighting (Safety)
How well-lit the cell is after dark, weighted toward the roads people actually walk
Industrial Hazard Distancepenalty
Proximity to industrial zones, chemical plants, quarry operations, landfills — composite environmental risk
Open Drain / Nullah Proximitypenalty
Distance to unmapped and mapped open drainage canals — stagnant water, disease vector, physical hazard
Emergency Access (Cross-verified)
Emergency service coverage confirmed against a second independent source to catch gaps
Road Accident Densitypenalty
Concentration of recorded traffic accidents near the cell — where the road is genuinely dangerous
Encroachment / Illegal Build Penaltypenalty
Density of unauthorised structures and encroachment on public land — indicator of governance quality and long-term tenure risk
Zonal Presence Flags
3 binary contextual markers
Major Mall Presence
Presence of a large-format retail complex within 2km — anchors commercial activity and retail catchment
Railway Station Access
Presence of a suburban or metro rail station — transit mode diversification beyond road
University / College
Presence of a degree-granting institution — talent pipeline, campus economy, rental demand indicator
74 signals × 5,695 cells = 421,430 data points per update cycle
updated monthly · reconciled across multiple independent sources · no self-reported data accepted
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