Live · Pune & PCMC

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.

71.5Best cell
46.4City avg
24.0Worst cell
Live score grid · Pune & PCMC
5,695 cells

PUNE · PCMC

18.66°N
73.73°E
Diamond 80+
Platinum 60
Gold 40
Silver 20
Bronze <20
5,695Grid Cells500m × 500m
5,695Cells Scoredall cells evaluated
46.4City Avgoverall score
74Signalsper cell
19Commute Hubsrush-hour mapped
6,105Crime FIRsanalysed
Wakad·Overall67.7
Kharadi·Connectivity100
Bhosari·Overall59.7
Koregaon Park·Amenities74.4
Chakan·Environment46.3
Viman Nagar·Overall64.2
Pimpri·Safety61.5
Hinjewadi·Overall66.5
Baner·Amenities75.9
Talegaon·Overall45.9
Kalyani Nagar·Overall67.1
Balewadi·Overall61.2
Pimpri·Infrastructure28.2
Wakad·Safety79.1
Wakad·Overall67.7
Kharadi·Connectivity100
Bhosari·Overall59.7
Koregaon Park·Amenities74.4
Chakan·Environment46.3
Viman Nagar·Overall64.2
Pimpri·Safety61.5
Hinjewadi·Overall66.5
Baner·Amenities75.9
Talegaon·Overall45.9
Kalyani Nagar·Overall67.1
Balewadi·Overall61.2
Pimpri·Infrastructure28.2
Wakad·Safety79.1

🏢

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

JRC satellite water data

Crime index

4.2 FIRs/km²/year

from 79 police station records

Power reliability

2.8 hrs/month outage avg

feeder-level MSEDCL 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.

0%Air Quality

of urban Indian children suffer from respiratory disease

Asthma, bronchitis, COPD — linked to PM2.5 levels in their neighbourhood.

0%Connectivity

of Punekars spend over 1 hour commuting daily

That's 500+ hours a year lost to traffic.

0.0 µg/m³Pollution

average NO₂ concentration across Pune's grid cells

43% of cells exceed the WHO annual guideline of 25 µg/m³.

0%Flood Risk

of Pune's mapped cells experience flooding during monsoon

1 in 4 cells records standing water lasting more than 2 weeks.

0.0 hrsPower

average power outage per cell per month

Worst-performing zones exceed 9 hours. Only 31% of cells have uninterrupted supply.

0%Environment

of Pune's grid cells have adequate green cover

Avg NDVI 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

LokaScore
71.5
24.0
Connectivity
100 / 100
5 / 100
Safety Index
83 / 100
49 / 100
Amenities
85 / 100
0 / 100
Infrastructure
64 / 100
36 / 100
Nearest Hospital
< 500m
none within 1.5km
Commute (Hinjewadi)
~22 min
~65 min
Green Cover (NDVI)
27%
< 1%
Both cells are in Pune & PCMC · same monthly update cycle74 signals measured

We've already mapped it.

Every 500m × 500m cell independently scored. The data exists.

0

Grid Cells Scored

500m × 500m · fully evaluated

0

Signals Per Cell

across 5 pillars

46.4

City Avg LokaScore

range: 24.0 – 71.5

Score Coverage by Pillar

5,695 cells · Pune & PCMC

Connectivity

19 inputs

73.3

Safety

8 inputs

53.3

Environment

18 inputs

43.3

Infrastructure

16 inputs

36.7

Amenities

10 inputs

27.7

Score Distribution — 5,695 Cells

Platinum
60–80983 (17%)
Gold
40–602,732 (48%)
Silver
20–401,980 (35%)
LIVE: Pune & PCMC
Coming Soon: Bangalore · Hyderabad · NCR

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 ↑


B
P
K
L
M
R

6 premium RE developers in Pune are already using LokaScore

Residential projects across Baner, Kharadi, Wakad, Balewadi, and Koregaon Park

Active

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
78LokaScore VerifiedLocation independently rated

Head-to-Head Comparison

Metric

Your Project

Baner, West Pune

Competitor

Pimpri, PCMC

Overall Score
78
41
Air Quality
72
38
Commute Score
91
54
Safety Index
65
44
NO₂ Level
31µg
58µg
Flood Risk
18
67

Your project wins 6 of 6 metrics. That's your pitch.

Case Study· anonymised

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.

Commute to:

LokaScore vs. Rush-hour Commute to Hinjewadi IT Park

12 areas · Pune & PCMC
0m15m30m45m60m75m90m20406080100Rush-hour commute (minutes)LokaScore← ideal zoneWakadKalyani NagarHinjewadiBanerKharadiViman NagarBalewadiBhosariKoregaon ParkPimpriTalegaonChakan
Diamond
Platinum
Gold
Silver
Bronze
Hover a dot for details

Live Data Sample

Across the city, in numbers.

A slice of the scored grid — sorted, filterable, and brutally honest. Click any column to sort.

WardTierOverallEnvInfraPlacesCommuteSafetyNO₂Rush
WakadPlatinum683550851007943 µg29 min
Kalyani NagarPlatinum674053761007738 µg18 min
HinjewadiPlatinum673958691007544 µg8 min
BanerPlatinum643742761007655 µg28 min
KharadiPlatinum643645751007551 µg11 min
Viman NagarPlatinum644152731006048 µg19 min
BalewadiPlatinum613043761006740 µg32 min
BhosariGold603940551007352 µg41 min
Koregaon ParkGold594030741005242 µg24 min
PimpriGold593728721006249 µg42 min
TalegaonGold46441741007022 µg74 min
ChakanGold4246302904328 µg61 min
Showing 12 of 5,695 scored cells · city avg 46.4 · Pune & PCMCExplore areas →

Interactive comparison

Compare any two areas.

Pick two neighbourhoods. See every signal side by side — not opinions, numbers.

BanerPlatinum
64
KharadiPlatinum
64
Environment
37
36
Infrastructure
42
45
Amenities
76
75
Connectivity
100
100
Safety
76
75

Key signals

NO₂ Air Quality
55 µg/m³
51 µg/m³
Commute (nearest hub)
28 min · Hinjewadi
11 min · EON
Flood Risk
Low
Moderate
Green Cover
22%
19%
Schools within 1.5km
21
19
Power Cuts
2.6 hrs/mo
2.9 hrs/mo

Find your area

What fits your life?

Set your workplace, commute limit, and priority. LokaScore surfaces the areas that actually match.

Your preferences

45 min
10 min90 min
50+
20 (Silver)80 (Diamond)

5 areas match · ranked by balanced (all pillars)

#1
HinjewadiPlatinum

8 min to Hinjewadi IT Park · LokaScore 67

67

Env

39

Infra

62

Places

69

Comm.

88

Safety

75

#2
WakadPlatinum

29 min to Hinjewadi IT Park · LokaScore 68

68

Env

35

Infra

63

Places

85

Comm.

57

Safety

79

#3
BanerPlatinum

28 min to Hinjewadi IT Park · LokaScore 64

64

Env

37

Infra

59

Places

76

Comm.

58

Safety

76

#4
BalewadiPlatinum

32 min to Hinjewadi IT Park · LokaScore 61

61

Env

30

Infra

56

Places

76

Comm.

52

Safety

67

#5
Koregaon ParkGold

44 min to Hinjewadi IT Park · LokaScore 59

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

Platinum
0LOKASCORE

city avg: 46.4

Connectivity
city avg 73.398th pct
100
Amenities
city avg 27.794th pct
76
Safety
city avg 53.388th pct
76
Infrastructure
city avg 36.764th pct
42
Environment
city avg 43.342th pct
37

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

01

Vegetation Index (NDVI)

Multispectral leaf chlorophyll reflectance — measures photosynthetic activity and green biomass density

02

Water Body Health (NDWI)

Near-infrared water absorption ratio — detects open water surfaces, wetness stress and irrigation canals

03

Green Cover Percentage

10m-resolution land cover classification — fraction of cell area classified as vegetation vs. impervious surface

04

Urban Heat Islandpenalty

Surface temperature delta vs. city-wide thermal baseline — identifies cells that run hotter than surrounding urban fabric

05

Extreme Heat Exposurepenalty

Annual count of days where ambient temperature exceeds climatological 95th percentile — heat stress index

06

NO₂ Pollutionpenalty

Tropospheric nitrogen dioxide column density from atmospheric spectroscopy — proxy for traffic and combustion emissions

07

PM2.5 Aerosol Loadpenalty

Absorbing aerosol index from UV-band atmospheric sensing — fine particulate matter proxy, sub-2.5 µm fraction

08

Flood Risk Scorepenalty

Historical inundation frequency from 38-year satellite water occurrence record — permanent + seasonal water bodies

09

Terrain Slope Penaltypenalty

Digital elevation model slope analysis — steep terrain implies drainage failure, landslide susceptibility, infra cost

10

Monsoon Waterlogging Riskpenalty

Cumulative monsoon precipitation weighted by terrain slope and land cover — drainage-adjusted inundation risk

11

Standing Water Durationpenalty

Annual months of detected surface water presence — distinguishes seasonal vs. persistent waterlogging zones

12

Elevation

Absolute altitude above mean sea level derived from synthetic aperture radar interferometry

13

Population Density

Gridded human settlement population estimate from multi-temporal satellite + census fusion model

14

Urban Settlement Class

Human presence classification: rural → peri-urban → suburban → urban centre — intensity of built-up environment

15

Nighttime Luminosity

VIIRS satellite radiance — nighttime light intensity as proxy for economic activity and electrification

16

Building Densitypenalty

Structure footprint count per grid cell from overhead imagery — built-up intensity and open space availability

17

Solid Waste Proximity Penaltypenalty

Distance to mapped solid waste dumping grounds, landfill sites, and open garbage mounds — disease vector and odour risk

18

Informal Settlement Densitypenalty

Unplanned or peri-urban settlement classification score — identifies zones with informal housing and inadequate services

01

Walkability Index

Intersection density per km² from street network graph — measures pedestrian connectivity, street grid completeness

02

4G/5G Tower Count

Licensed cellular base station density from crowdsourced telecom registry — coverage by LTE/NR radio technology

03

Streetlight Count

Mapped outdoor luminaires from infrastructure dataset — proxy for public safety lighting and municipal maintenance

04

Sidewalk Density

Total mapped footpath network length within cell — surface-tagged paved pedestrian infrastructure from street data

05

Bus Stop Access

PMPML public transit stop count within cell boundary — coverage by formal scheduled bus network

06

EV Charging Access

Electric vehicle charging station count — proximity to grid-connected fast and slow charging infrastructure

07

Road Network Density

Street graph edge length per unit area — measures road connectivity, grid density, and last-mile accessibility

08

Road Surface Quality

Fraction of mapped roads with paved or treated surface tags — proxy for ride quality and maintenance standard

09

Fuel Station Access

Petrol pump and CNG station count — vehicle refuelling infrastructure proximity

10

Noise Pollution Penaltypenalty

Proximity-weighted score to trunk roads and railway lines — inverse of acoustic comfort based on source distance

11

Power Reliabilitypenalty

Feeder-level distribution outage frequency from electricity board records — hours of unplanned interruption per month

12

Open Drain Proximity Penaltypenalty

Distance to mapped open drainage canals and nullahs — odour, mosquito, and contamination risk index

13

Industrial Hazard Penaltypenalty

Proximity to mapped industrial zones, quarries, landfill sites — composite land-use hazard and environmental risk

14

Water Supply Reliability

Civic water supply schedule reliability — piped supply frequency, tanker dependency index, and borewell presence indicator

15

Broadband / Fibre Penetration

Mapped fibre optic cable route density and fixed broadband node proximity — last-mile internet infrastructure score

16

Active Construction Penaltypenalty

Proximity to large active construction sites — dust, noise, heavy vehicle traffic, and road damage risk

01

Schools & Education

Primary, secondary and coaching centre POI count within 500m radius — walkable access to educational infrastructure

02

Hospitals & Clinics

Hospital, clinic and emergency care POI density — proximity to healthcare eliminates ambulance delay in emergencies

03

Parks & Recreational Space (OSM)

Mapped park and playground polygon count — green leisure infrastructure from contributor-sourced spatial data

04

Parks (Cross-verified)

Park count independently verified from a second source — reconciliation flags discrepancies, improves accuracy

05

Preschool & Daycare Access

Kindergarten, crèche and daycare centre density — critical for households with children under 6 years

06

Commercial Quality Index

Aggregated business price tier from commercial POI metadata — proxy for neighbourhood affluence and retail access

07

Emergency Services (Verified)

Police station and fire station count cross-checked against a second independent source for accuracy

08

Pharmacy & Medical Store Access

Pharmacy, chemist and medical supply store count — critical for daily healthcare accessibility and emergency medication

09

Supermarket & Grocery Access

Supermarket, grocery and daily essentials store count within walking distance — food security and errand efficiency

10

Sports & Fitness Facilities

Gym, sports club, swimming pool and fitness centre count — proxy for active lifestyle infrastructure in the cell

Rush-hour drive time to 19 Pune & PCMC employment hubs · measured at 5:30–7:30 PM

01

→ Hinjewadi IT Park

Estimated rush-hour drive time from cell centroid to Pune's largest IT employment cluster (approx. 80,000 employees)

02

→ Kharadi EON Free Zone

Evening peak commute to eastern IT corridor — Zensar, Wipro, Atos campus hub

03

→ Magarpatta City

Peak-hour drive to integrated township IT park in Hadapsar — mixed commercial and residential zone

04

→ Baner Tech Corridor

Rush-hour access to Baner-Balewadi IT strip along Mumbai–Pune expressway service road

05

→ Viman Nagar

Drive time to Nagar Road tech and commercial cluster adjacent to Pune Airport — fast-growing employment hub

06

→ Kalyani Nagar

Peak commute to upscale IT and financial services cluster on the eastern ring — Accenture, Cognizant, Goldman Sachs

07

→ Shivajinagar CBD

Drive time to Pune's traditional central business district — government offices, courts, legacy commercial

08

→ Koregaon Park

Evening rush to premium mixed-use leisure and business district — MNCs, consulting, hospitality sector

09

→ Talawade MIDC

Rush-hour commute to northern industrial and tech estate — hardware manufacturing, IT infrastructure clusters

10

→ Chakan Industrial Zone

Drive time to Chakan's dense manufacturing belt — Volkswagen, Mercedes-Benz, Tata Motors, Bajaj Auto campuses

11

→ Bhosari MIDC

Peak commute to PCMC's flagship industrial estate — engineering, auto ancillary, defence production

12

→ Talegaon Industrial

Rush-hour access to Mumbai–Pune expressway corridor industrial zone — logistics, FMCG, pharma

13

→ Ranjangaon MIDC

Commute to far-eastern MIDC zone — Bajaj Auto, General Electric, Emerson Electric anchor tenants

14

→ Pashan (NCL / IUCAA)

Drive time to Pashan research cluster — National Chemical Laboratory, IUCAA, CSIR campuses

15

→ Phursungi SP Infocity

Peak commute to south-east Pune IT and business park — Fiserv, Cybage, Persistent Systems campuses

16

→ Camp / Swargate

Rush-hour drive to legacy commercial hub — retail, BFSI, government, Pune Cantonment business district

17

→ Kothrud

Evening commute to Kothrud suburban commercial corridor — educational institutions, IT offices, retail

18

→ Sanaswadi

Drive time to Sanaswadi industrial cluster — auto components, tier-2 manufacturing, MIDC SME zone

19

→ 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

01

Emergency Services Proximity

Distance-decay score to nearest police station and fire brigade — first-responder access time estimation

02

Crime Indexpenalty

FIR density analysis from municipal crime records — normalised by jurisdiction area and population base

03

Street Lighting (Safety)

Outdoor luminaire count weighted by road classification — proxy for nighttime safety and deterrence

04

Industrial Hazard Distancepenalty

Proximity to industrial zones, chemical plants, quarry operations, landfills — composite environmental risk

05

Open Drain / Nullah Proximitypenalty

Distance to unmapped and mapped open drainage canals — stagnant water, disease vector, physical hazard

06

Emergency Access (Cross-verified)

Police and fire station count verified against a second independent dataset — flags coverage gaps

07

Road Accident Densitypenalty

Historical traffic accident hotspot proximity score — road safety risk derived from incident location clustering

08

Encroachment / Illegal Build Penaltypenalty

Density of unauthorised structures and encroachment on public land — indicator of governance quality and long-term tenure risk

03

Zonal Presence Flags

3 binary contextual markers

01

Major Mall Presence

Presence of a large-format retail complex within 2km — anchors commercial activity and retail catchment

BOOLEAN
02

Railway Station Access

Presence of a suburban or metro rail station — transit mode diversification beyond road

BOOLEAN
03

University / College

Presence of a degree-granting institution — talent pipeline, campus economy, rental demand indicator

BOOLEAN

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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