The Ministry of Statistics and Programme Implementation released the quarterly update of its PAIMANA Performance Monitoring Dashboard on 16 October 2026. The headline figures are impressive and will be quoted widely. One of them is also the most commonly misread statistic in Indian economics, and getting it right is worth more than memorising the rest.
India's installed power capacity stands at 5,32,739.7 MW, up 12.1% year on year as of March 2026. Renewable energy sources account for 2,23,273 MW — a 29.5% increase, and about 42% of total installed capacity.
Forty-two per cent of capacity is not forty-two per cent of electricity.
Why capacity and generation are different numbers
A megawatt of installed capacity is a maximum rate of output. A megawatt-hour of generation is energy actually produced. The ratio between what a plant could produce running flat out all year and what it actually produces is its capacity utilisation factor, and it varies enormously by source.
A solar plant produces nothing at night and less on cloudy days; across a year it typically runs at a small fraction of its rated capacity. A wind farm depends on wind that is seasonal and intermittent. A coal-fired thermal plant can run whenever it is dispatched and fuelled, and a nuclear plant runs at high utilisation almost continuously.
The consequence is arithmetic rather than opinion: a power system whose capacity is 42% renewable generates far less than 42% of its electricity from renewables. Both numbers are true and they measure different things.
This distinction is tested directly. An examiner can write "renewable sources account for about 42% of India's electricity" and it will read as correct to anyone who has memorised the capacity figure. The defence is to notice which word is used — capacity or generation — every single time.
A second definitional trap sits alongside it. Published shares of India's "clean" power differ because different compilations count different things: renewable energy sources proper, non-fossil capacity which adds large hydro and nuclear, and renewables including large hydro are three distinct baskets. When two sources disagree about India's green share, the usual explanation is not that one is wrong but that they are counting different categories.
What PAIMANA is
PAIMANA stands for Project Assessment, Infrastructure Monitoring and Analytics for Nation-building. The dashboard was launched on 16 April 2026 and is updated quarterly from data supplied by the relevant ministries and official publications.
It now carries 184 indicators, after the addition of 21 new ones in this update, with quarterly data refreshed for 41 indicators across Power, Civil Aviation, Ports, Shipping and Waterways, and Road Transport and Highways.
The structure is more interesting than the count. Indicators are organised against five dimensions: Access, Quality, Fiscal Cost and Revenue, Utilization, and Affordability.
Three of those five are unusual in Indian infrastructure reporting, and their presence is the real reform. Most infrastructure statistics measure output — kilometres built, tonnes handled, megawatts installed. Measuring utilization asks whether the asset is being used. Measuring fiscal cost and revenue asks what it cost the exchequer and what it returns. Measuring affordability asks whether citizens can actually pay for the service. A road that is built and empty, a port that is built and idle, a power plant whose tariff nobody can afford — each scores well on output and badly on these dimensions.
The indicator distribution says something
The 184 indicators are not evenly spread, and the distribution is worth a line in any answer:
| Sub-sector | Indicators |
|---|---|
| Ports, Shipping and Waterways | 62 |
| Railways | 37 |
| Telecommunications | 31 |
| Civil Aviation | 30 |
| Power | 14 |
| Road Transport and Highways | 10 |
Ports, Shipping and Waterways alone accounts for 62 of 184 indicators — a third of the dashboard. Road Transport and Highways has 10.
That asymmetry does not reflect economic weight; road transport carries the overwhelming majority of India's freight. It reflects measurement convenience. Ports are discrete, countable facilities with a long tradition of recording cargo, vessel turnaround and berth occupancy. Highways are a continuous network whose usage is harder to attribute and whose outcomes — travel time, logistics cost, safety — are measured only partially. The dashboard counts what is countable, which is an honest limitation worth stating rather than a flaw worth condemning.
The quarterly numbers worth holding
- Roads: 2,236.3 km of National Highway projects awarded in April–September of FY 2026-27, a 62.9% year-on-year increase. Note the verb — awarded, not constructed. Awarding is the start of a project, not its completion.
- Ports: cargo at Major Ports 390.4 million tonnes (up 7.2%) and at Non-Major Ports 313.4 million tonnes (up 1.8%) during April–August. The gap between the two growth rates is the interesting part.
- Telecom: cumulative Optical Fibre Cable at 7,52,113 km, with 29,256 km added April–August; Gram Panchayats connected 2,23,814, an addition of 5,352; wired broadband subscribers up 12.4% and wireless broadband up 12.9%.
- Civil aviation: air cargo 18.6 lakh tonnes, up 12.0%; foreign tourist arrivals 30.49 lakh to August, up 2%.
- Railways: coaches up 4.5% and locomotives up 6.4% in FY 2024-25.
- Power: installed capacity 5,32,739.7 MW, up 12.1%; RES 2,23,273 MW, up 29.5%, about 42% of the total.
Two reading habits make these usable in an exam. First, check the period: some figures are April–August, some April–September, some full-year FY 2025-26, and one railway figure is FY 2024-25. Mixing periods produces confident wrong answers. Second, distinguish stock from flow: 7,52,113 km of fibre is a stock, the 29,256 km added is a flow, and an option set will offer both.
Where this sits in the governance pattern
A dashboard is not a policy. What it changes is what becomes visible, and to whom.
India has built several of these in quick succession, and they share a logic. The PM GatiShakti National Master Plan put thousands of data layers on a single map so ministries could see each other's plans before digging. The Integrated Transport and Logistics Authority was created to join up project appraisal above a threshold. NITI Aayog's data centre evaluation framework asks States to check resources before granting incentives. PAIMANA is the measurement layer under all of it.
The common thread is a shift from periodic reporting to continuous monitoring, and the common limitation is that none of these bodies can compel anything. Their power is the power of a published number — which, in a federal system where most of the building is done by States and ministries that guard their own turf, is a weaker instrument than it sounds and a stronger one than nothing.
🔑 Revision block
- PAIMANA = Project Assessment, Infrastructure Monitoring and Analytics for Nation-building, a MoSPI dashboard launched 16 April 2026, updated quarterly. The October 2026 update was released on 16 October 2026.
- 184 indicators after adding 21; 41 indicators updated this quarter across Power, Civil Aviation, Ports/Shipping/Waterways and Roads.
- Five dimensions: Access, Quality, Fiscal Cost and Revenue, Utilization, Affordability — note that three of these measure something other than output.
- Indicator spread: Ports/Shipping/Waterways 62, Railways 37, Telecom 31, Civil Aviation 30, Power 14, Roads 10.
- Power: installed capacity 5,32,739.7 MW (up 12.1%, March 2026); RES 2,23,273 MW (up 29.5%), about 42% of installed capacity.
- Capacity ≠ generation. Renewables have lower capacity utilisation factors, so their share of electricity generated is well below their share of capacity. Also distinguish RES, non-fossil (adds large hydro and nuclear) and renewables including large hydro.
- Other figures: NH awarded 2,236.3 km (+62.9%); Major Ports cargo 390.4 MT (+7.2%), Non-Major 313.4 MT (+1.8%); OFC 7,52,113 km; Gram Panchayats connected 2,23,814; air cargo 18.6 lakh tonnes (+12%); foreign tourist arrivals 30.49 lakh (+2%).
🎯 Practice MCQs
Q1. PAIMANA, whose quarterly update was released in October 2026, is a dashboard maintained by: (a) NITI Aayog (b) the Ministry of Statistics and Programme Implementation (c) the Reserve Bank of India (d) the Ministry of Road Transport and Highways
→ (b) MoSPI maintains the PAIMANA Performance Monitoring Dashboard, launched in April 2026 and updated quarterly.
Q2. Which of the following is one of the five dimensions of the PAIMANA framework? (a) Affordability (b) Employment generation (c) Carbon intensity (d) Export competitiveness
→ (a) The five dimensions are Access, Quality, Fiscal Cost and Revenue, Utilization, and Affordability.
Q3. India's installed power capacity as reported in the update was approximately: (a) 3.5 lakh MW (b) 4.2 lakh MW (c) 6.1 lakh MW (d) 5.33 lakh MW
→ (d) 5,32,739.7 MW as of March 2026, a 12.1% year-on-year increase.
Q4. Renewable energy sources accounted for about 42% of which measure? (a) Electricity generated during the year (b) Total installed capacity (c) Peak demand met (d) Energy imported
→ (b) The 42% figure is a share of installed capacity. Generation share is lower because renewable plants have lower capacity utilisation factors.
Q5. The "capacity utilisation factor" of a power plant refers to: (a) actual energy generated as a proportion of what it could produce running at rated capacity throughout the period (b) the proportion of installed capacity that is connected to the grid (c) the share of capacity owned by the public sector (d) the fraction of capacity located in a single State
→ (a) It is the ratio of actual output to maximum possible output over a period, and it differs sharply between solar, wind, thermal and nuclear.
Q6. Which sub-sector has the largest number of indicators on the PAIMANA dashboard? (a) Railways (b) Power (c) Ports, Shipping and Waterways (d) Road Transport and Highways
→ (c) Ports, Shipping and Waterways accounts for 62 of the 184 indicators; Road Transport and Highways has 10.
Q7. The figure of 2,236.3 km reported for National Highways in April–September FY 2026-27 refers to projects: (a) completed and opened to traffic (b) awarded (c) under environmental appraisal (d) handed over to State governments
→ (b) The indicator measures projects awarded, which marks the start of a project rather than its completion.
Q8. Cargo handled at Major Ports during April–August FY 2026-27 grew by: (a) 1.8% (b) 12.0% (c) 29.5% (d) 7.2%
→ (d) Major Ports handled 390.4 million tonnes, up 7.2%. Non-Major Ports grew 1.8% to 313.4 million tonnes.
Q9. Which pair correctly distinguishes a stock from a flow in the dashboard's telecom data? (a) Cumulative OFC of 7,52,113 km is a stock; the 29,256 km added during the year is a flow (b) Both figures are stocks (c) Both figures are flows (d) Cumulative OFC is a flow; the addition is a stock
→ (a) Cumulative length is a stock measured at a point in time; the addition during a period is a flow.
Q10. Why does the number of indicators differ so sharply between port and highway sub-sectors? (a) Highways are a State subject and ports are a Union subject (b) Highways contribute less to GDP than ports (c) Port activity is discrete and traditionally measured, while highway usage and outcomes are harder to attribute (d) The dashboard excludes national highways built under public-private partnership
→ (c) Measurement convenience, not economic weight, explains the asymmetry. Road transport carries the bulk of India's freight.
📋 How this gets asked (PYQ pattern)
Infrastructure statistics are a dependable CDS General Knowledge theme, and the paper has a settled set of traps for them.
The first and most valuable to prepare is the capacity-versus-generation substitution. A statement reports a renewable share and uses the wrong noun. Candidates who have memorised one number without its unit cannot tell. Train the habit of reading for the word capacity, generation, consumption or demand before judging the statement.
The second is the period trap. The same release carries April–August figures, April–September figures, FY 2025-26 figures and one FY 2024-25 figure. An option set that shifts the period while keeping the number is easy to write and hard to catch.
The third is the stage-of-project trap — awarded against completed against commissioned. This appears most often with highways and with power plants, and the wording in official releases is precise even when news coverage is not.
The fourth is the institution question: which body publishes which dataset. MoSPI, NITI Aayog, CEA, TRAI and the sectoral ministries all publish infrastructure numbers, and a dashboard run by the statistics ministry rather than by a sectoral one is exactly the kind of detail that gets set.
For a written answer, two propositions lift a script above a list of figures. The first is that a dashboard with Utilization, Fiscal Cost and Affordability among its dimensions is attempting to measure outcomes rather than output, which is the correct direction for Indian infrastructure assessment. The second is that the indicator distribution reveals the limits of measurement: 62 indicators for ports against 10 for highways tells you where India can count and where it cannot, and a statistical system that measures the measurable will under-report the sector that carries most of its freight.
Preparing for CDS/OTA? Statistics questions are won on units and periods, not on memory — read every figure twice before you trust it. Build the base with our CDS/OTA study material and the economy section, follow the daily CDS current affairs, and prepare with our faculty in the upcoming Cavalier courses in Delhi.
✍️ Written by Aditya Tiwari — Economy & Statistics faculty at The Cavalier. Reviewed by the Cavalier Faculty Desk.