OBSERVATORY / PBM

Policy Benchmarking

State, corridor, port, rail, air cargo, and logistics park benchmarking — gap-to-leader, peer-cohort percentiles, and infrastructure effectiveness.

AI Models Used on this page

Every insight on this page is traceable to a model and an agent. No black-box AI.

Model catalog
ModelPurposeConfLast refreshStatusExplain
National Logistics Health Index

v5.2.0 · Observatory

Composite LHI across cost, transit, reliability, infra, policy.0.932026-05-28production Why
Corridor Performance Index

v2.7.0 · Observatory

Per-corridor composite performance index.0.882026-05-25production Why
Infrastructure Effectiveness Model

v2.1.0 · Observatory

Outlay → realised LPI uplift across programmes.0.872026-05-23production Why
State Benchmarking Model

v3.5.0 · Observatory

Per-state LPI + peer cohort percentiles.0.892026-05-24production Why
Investment Impact Model

v1.6.0 · Observatory

NPV / annualised impact of national infrastructure outlay.0.842026-05-22production Why

State LPI league table

Quarter-on-quarter movement across all states.

RankΔStateLPICostReliab.Infra
1Gujarat · GJ4.12929496
2Maharashtra · MH4.02889292
3▲1Karnataka · KA3.84868884
4▼1Tamil Nadu · TN3.78848688
5▲2Haryana · HR3.62828480
6Telangana · TG3.58808278
7▲1Uttar Pradesh · UP3.42767874
8▼1Andhra Pradesh · AP3.36747678
9▲1Odisha · OD3.18707268
10▼1West Bengal · WB3.04687064
11Bihar · BR2.84606256
12▲1Kerala · KL3.42788072

Benchmarking surfaces

State benchmarking · LPI

  • Gujarat
    4.12
  • Maharashtra
    4.02
  • Karnataka
    3.84
  • Tamil Nadu
    3.78
  • Haryana
    3.62
  • Telangana
    3.58
  • Uttar Pradesh
    3.42
  • Andhra Pradesh
    3.36
  • Odisha
    3.18
  • West Bengal
    3.04
  • Bihar
    2.84
  • Kerala
    3.42

Corridor benchmarking · CPI

  • DFC-W (JNPT ↔ Dadri)
    88
  • DFC-E (Sonnagar ↔ Dankuni)
    76
  • GQ (Mumbai ↔ Delhi NH-48)
    72
  • NH-44 (Srinagar ↔ Kanyak.)
    70
  • East Coast Corridor
    68
  • NER multimodal
    58

Port benchmarking · PPI

  • Mundra
    92
  • JNPT
    84
  • Chennai
    78
  • Visakhapatnam
    80
  • Paradip
    76
  • Cochin
    82
  • Haldia
    72

Rail benchmarking · MT/yr

  • DFC-W
    124 MT
  • DFC-E
    96 MT
  • Central India
    84 MT
  • East Coast
    78 MT
  • NER Network
    32 MT

Air cargo benchmarking · kT/yr

  • DEL
    1080
  • BOM
    920
  • BLR
    480
  • HYD
    240
  • MAA
    340
  • COK
    120

Logistics Park benchmarking · throughput kT

  • Luhari MMLP
    720
  • Nagpur MMLP
    540
  • Ahmedabad LP
    480
  • Chennai LP
    420
  • Bhiwandi DC LP
    680

Infrastructure effectiveness & investment impact

InsightHIGH CONF

DFC-W Phase-4

₹14,200 Cr outlay · projected LPI uplift +0.18 · NPV ₹6,200 Cr · payback 4.2 yrs.

via Investment Impact Agent · m-obs-invDrill in
InsightHIGH CONF

Sagarmala East Coast

₹8,600 Cr · projected port PPI uplift +6 pts · NPV ₹3,840 Cr · payback 5.6 yrs.

via Infrastructure Effectiveness Agent · m-obs-infraDrill in
InsightMED CONF

NER Multimodal Catch-up

₹4,200 Cr sequenced programme · closes NER LPI gap from -1.2 to -0.4 by FY29.

via Policy Agent · m-obs-state + m-obs-infraDrill in

Related surfaces

Continue your investigation in adjacent modules.

Data provenance

all streams nominal

CoreSync

live

node/lane telemetry · 184 streams

TimeVault

indexed +3s

historical archive · 90d hot

Constraint Graph

rebuilt 02:14 ago

147 constraints · 1,284 vars

Insight Hub

live

agent observations + briefings

Ved Fabric

live

8 agents · 45 models active