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Energy and LNG

Monitoring
RU Choice Index · Energy & LNGThe sector index is the average Choice Control Index across the basket of the sector's objects, measured on the target markets with their ICPs. CCI is calculated per object; the sector figure is their aggregate across the researched categories, not a stand-alone survey of the sector.Measured on Global · ICP international buyer · Q1 2026
18/ 100

18 out of 100 — this is how much the sector's companies influence the choice that AI shapes0 — the buyer never sees you, 100 — you are recommended first

Photo: Gordon Leggett · CC BY-SA 4.0
Economic scope of the research$295–411bn / year2025 · 12 of 12 categories
Subsectors6
Categories12
Priority studies4
Typical scenarios6

The sector splits into concrete categories where companies compete for the buyer's choice.

For every category we measure where companies stand on the target markets — to find growth points, influence the choice and grow the share of an export category.

Pick a subsector → category → target market.

Subsectors

The ontology is mapped: subsectors and categories are monitored. Category pages open once deep research starts.

Liquefied natural gas19

Arctic projects · liquefaction technology and equipment.

Natural gas liquefaction technology$8.6–25.4 bn / year22
Cryogenic equipment$21–27 bn / year18
Compressor equipment$8–10 bn / year16
LNG storage$4–6 bn / year15
LNG terminals$12–18 bn / year20

Objects technology · company · equipment · project

Gas-fired power17

The turbine fleet · service dependence.

Gas turbines$20–30 bn / year17

Objects product · equipment · company

Power generation16

Generating equipment for new power systems.

Steam turbines$17.5–26.2 bn / year18
Generators$33–44 bn / year14

Objects product · equipment · company

Power grids14

Network equipment · national operator tenders.

Transformers$26.5–33 bn / year15
High-voltage equipment$93–132 bn / year12

Objects equipment · company

Distributed power21

Off-grid generation for industry.

Gas piston units$6–9 bn / year21

Objects equipment · company

Power equipment service13

Maintenance and repair of the installed fleet.

Maintenance and repair$45–50 bn / year13

Objects service · company

Priority studies

Study = category × market × buyer. Deep analysis is run only for the top of the portfolio.

LNG liquefaction technology × UAEoperator of a new LNG projectPriority 78in the research program
Gas turbines × Saudi Arabiapower plant developerPriority 71in the research program
Transformers × Indiagrid operatorPriority 63in the research program
Gas piston units × Kazakhstanindustrial plantPriority 55in the research program

Typical choice scenarios

Economic situations in which the choice actually happens in this sector.

  • 01Choosing a technology for a new project
  • 02Choosing an equipment supplier
  • 03Upgrading an existing facility
  • 04Looking for an alternative to the current supplier
  • 05A service and maintenance tender
  • 06Choosing a solution within given technical constraints

Company ranking in AI choiceThe universe is rebuilt on every category scan — the set and order of companies change between measurement waves. The rank is the position in the full universe of the selected market.

Choice Control Index (CCI) of each object on the selected market — participation and win rate combined. Russian objects are flagged.

In AI recommendations (60–100)
Medium (30–59)
Low (10–29)
Critical (0–9)
Germany#1 · leader
Linde Engineering
79
USA#2 · −3 pts
Air Products
76
USA#3 · −5 pts
Baker Hughes
74
Germany#4 · −7 pts
Siemens Energy
72
Japan#5 · −13 pts
Mitsubishi Power
66
USA#6 · −21 pts
Chart Industries
58
RussiaRU#7 · −60 pts
Novatek
19
RussiaRU#8 · −70 pts
Lukoil
9
RussiaRU#9 · −71 pts
Gazprom
8
RussiaRU#10 · −73 pts
Rosneft
6
RussiaRU#11 · −74 pts
Gazprom Neft
5
RussiaRU#12 · −75 pts
Transneft
4
RussiaRU#13 · −75 pts
Surgutneftegas
4
RussiaRU#14 · −76 pts
Tatneft
3
RussiaRU#15 · −77 pts
Bashneft
2
RussiaRU#16 · −77 pts
Zarubezhneft
2

Tile area is proportional to the position in AI choice, colour marks the zone. Click a tile to open the company's release.

Who this measurement is for

Portfolio priorities for this sector are approved at the level of the responsible authority.

Russian Ministry of EnergyThe energy complex, LNG projects and export of liquefaction technologySergey Tsivilev · minister, since 14.05.2024verified 20.08.2026
minenergo.gov.ru →
A place for you
Open direction · GolOps Research

Energy and LNG

Lead the industry's research at GolOps Research. Develop the direction's categories and markets and publish work under your own name.

Authorship stays with you. If a project grows out of the direction's studies, you get a share of its revenue; if the project needs your expertise, you can join it as a paid expert.

12categories
4export markets
16companies measured

MarketsUAE · Saudi Arabia · India · Kazakhstan

Authorship · share in commercial projects · Terms of participation are fixed before the study starts
How GolOps Research works →

Photo: JoachimKohler-HB (CC BY-SA 4.0), Steven Bradley (CC BY-SA 3.0), MVVAlt (CC BY-SA 3.0), Foto3821 (CC0), kallerna (CC BY-SA 4.0), Pro-Per Energy Services (CC BY-SA 4.0)