Global Graph Neural Networks Market 2026 by Company, Regions, Type and Application, Forecast to 2032

February 2026 | 97 pages | ID: GD52276E023CEN
GlobalInfoResearch

Abstracts

According to our (Global Info Research) latest study, the global Graph Neural Networks market size was valued at US$ 3025 million in 2025 and is forecast to a readjusted size of US$ 15058 million by 2032 with a CAGR of 25.7% during review period.

Graph Neural Networks (GNNs) are a class of deep learning models designed to operate directly on graph-structured data by learning representations of nodes, edges, and entire graphs through iterative message passing among connected entities. Unlike traditional neural networks that assume fixed-grid inputs, GNNs exploit the relational topology of graphs, aggregating and transforming information from each node's neighbors to capture both local structure and global context. This enables GNNs to model complex dependencies in non-Euclidean domains such as social networks, molecular structures, knowledge graphs, transportation systems, and recommendation engines, making them particularly effective for tasks like node classification, link prediction, graph clustering, and graph-level inference.

The Graph Neural Networks market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

Market segmentation

Graph Neural Networks market is split by Type and by Application. For the period 2026-2032, the growth among segments provide accurate calculations and forecasts for revenue by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type,

• Homogeneous GNNs
• Heterogeneous GNNs

Market segment by Learning Paradigm

• Transductive GNNs
• Inductive GNNs

Market segment by Application

• IT & Telecom
• Autonomous Driving
• Industrial Automation
• Others

Market segment by players, this report covers

• Google
• OpenAI
• Anthropic
• Meta
• Baidu
• IBM
• Tesla
• Micropsi
• Corti
• Blackbird.AI

Market segment by regions, regional analysis covers
North America
Europe
Asia-Pacific (China, Japan, South Korea, Rest of Asia)
South America
Middle East & Africa

Contents

1 MARKET OVERVIEW

1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Market Analysis by Type
  1.3.1 Overview: Global Cleaner Jet Fuels Consumption Value by Type: 2021 Versus 2025 Versus 2032
  1.3.2 Biogenic Based Fuels
  1.3.3 Synthetic E-fuels
  1.3.4 Fossil Derived Fuels
1.4 Market Analysis by Carbon Intensity
  1.4.1 Overview: Global Cleaner Jet Fuels Consumption Value by Carbon Intensity: 2021 Versus 2025 Versus 2032
  1.4.2 Moderate Reduction (20–40%)
  1.4.3 High Reduction (40–80%)
  1.4.4 Near-zero (>80%)
1.5 Market Analysis by Application
  1.5.1 Overview: Global Cleaner Jet Fuels Consumption Value by Application: 2021 Versus 2025 Versus 2032
  1.5.2 Commercial Airline
  1.5.3 Military Aviation
1.6 Global Cleaner Jet Fuels Market Size & Forecast
  1.6.1 Global Cleaner Jet Fuels Consumption Value (2021 & 2025 & 2032)
  1.6.2 Global Cleaner Jet Fuels Sales Quantity (2021-2032)
  1.6.3 Global Cleaner Jet Fuels Average Price (2021-2032)

2 MANUFACTURERS PROFILES

2.1 Neste
  2.1.1 Neste Details
  2.1.2 Neste Major Business
  2.1.3 Neste Cleaner Jet Fuels Product and Services
  2.1.4 Neste Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.1.5 Neste Recent Developments/Updates
2.2 LanzaJet
  2.2.1 LanzaJet Details
  2.2.2 LanzaJet Major Business
  2.2.3 LanzaJet Cleaner Jet Fuels Product and Services
  2.2.4 LanzaJet Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.2.5 LanzaJet Recent Developments/Updates
2.3 Gevo
  2.3.1 Gevo Details
  2.3.2 Gevo Major Business
  2.3.3 Gevo Cleaner Jet Fuels Product and Services
  2.3.4 Gevo Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.3.5 Gevo Recent Developments/Updates
2.4 DG Fuels
  2.4.1 DG Fuels Details
  2.4.2 DG Fuels Major Business
  2.4.3 DG Fuels Cleaner Jet Fuels Product and Services
  2.4.4 DG Fuels Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.4.5 DG Fuels Recent Developments/Updates
2.5 Calumet
  2.5.1 Calumet Details
  2.5.2 Calumet Major Business
  2.5.3 Calumet Cleaner Jet Fuels Product and Services
  2.5.4 Calumet Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.5.5 Calumet Recent Developments/Updates
2.6 Fulcrum BioEnergy
  2.6.1 Fulcrum BioEnergy Details
  2.6.2 Fulcrum BioEnergy Major Business
  2.6.3 Fulcrum BioEnergy Cleaner Jet Fuels Product and Services
  2.6.4 Fulcrum BioEnergy Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.6.5 Fulcrum BioEnergy Recent Developments/Updates
2.7 Aemetis
  2.7.1 Aemetis Details
  2.7.2 Aemetis Major Business
  2.7.3 Aemetis Cleaner Jet Fuels Product and Services
  2.7.4 Aemetis Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.7.5 Aemetis Recent Developments/Updates
2.8 Red Rock Biofuels
  2.8.1 Red Rock Biofuels Details
  2.8.2 Red Rock Biofuels Major Business
  2.8.3 Red Rock Biofuels Cleaner Jet Fuels Product and Services
  2.8.4 Red Rock Biofuels Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.8.5 Red Rock Biofuels Recent Developments/Updates
2.9 SkyNRG
  2.9.1 SkyNRG Details
  2.9.2 SkyNRG Major Business
  2.9.3 SkyNRG Cleaner Jet Fuels Product and Services
  2.9.4 SkyNRG Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.9.5 SkyNRG Recent Developments/Updates
2.10 Preem
  2.10.1 Preem Details
  2.10.2 Preem Major Business
  2.10.3 Preem Cleaner Jet Fuels Product and Services
  2.10.4 Preem Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.10.5 Preem Recent Developments/Updates
2.11 Phillips
  2.11.1 Phillips 66 Details
  2.11.2 Phillips 66 Major Business
  2.11.3 Phillips 66 Cleaner Jet Fuels Product and Services
  2.11.4 Phillips 66 Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.11.5 Phillips 66 Recent Developments/Updates
2.12 Shell
  2.12.1 Shell Details
  2.12.2 Shell Major Business
  2.12.3 Shell Cleaner Jet Fuels Product and Services
  2.12.4 Shell Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.12.5 Shell Recent Developments/Updates
2.13 TotalEnergies
  2.13.1 TotalEnergies Details
  2.13.2 TotalEnergies Major Business
  2.13.3 TotalEnergies Cleaner Jet Fuels Product and Services
  2.13.4 TotalEnergies Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.13.5 TotalEnergies Recent Developments/Updates
2.14 BP Group
  2.14.1 BP Group Details
  2.14.2 BP Group Major Business
  2.14.3 BP Group Cleaner Jet Fuels Product and Services
  2.14.4 BP Group Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.14.5 BP Group Recent Developments/Updates
2.15 Sinopec
  2.15.1 Sinopec Details
  2.15.2 Sinopec Major Business
  2.15.3 Sinopec Cleaner Jet Fuels Product and Services
  2.15.4 Sinopec Cleaner Jet Fuels Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2021-2026)
  2.15.5 Sinopec Recent Developments/Updates

3 COMPETITIVE ENVIRONMENT: CLEANER JET FUELS BY MANUFACTURER

3.1 Global Cleaner Jet Fuels Sales Quantity by Manufacturer (2021-2026)
3.2 Global Cleaner Jet Fuels Revenue by Manufacturer (2021-2026)
3.3 Global Cleaner Jet Fuels Average Price by Manufacturer (2021-2026)
3.4 Market Share Analysis (2025)
  3.4.1 Producer Shipments of Cleaner Jet Fuels by Manufacturer Revenue ($MM) and Market Share (%): 2025
  3.4.2 Top 3 Cleaner Jet Fuels Manufacturer Market Share in 2025
  3.4.3 Top 6 Cleaner Jet Fuels Manufacturer Market Share in 2025
3.5 Cleaner Jet Fuels Market: Overall Company Footprint Analysis
  3.5.1 Cleaner Jet Fuels Market: Region Footprint
  3.5.2 Cleaner Jet Fuels Market: Company Product Type Footprint
  3.5.3 Cleaner Jet Fuels Market: Company Product Application Footprint
3.6 New Market Entrants and Barriers to Market Entry
3.7 Mergers, Acquisition, Agreements, and Collaborations

4 CONSUMPTION ANALYSIS BY REGION

4.1 Global Cleaner Jet Fuels Market Size by Region
  4.1.1 Global Cleaner Jet Fuels Sales Quantity by Region (2021-2032)
  4.1.2 Global Cleaner Jet Fuels Consumption Value by Region (2021-2032)
  4.1.3 Global Cleaner Jet Fuels Average Price by Region (2021-2032)
4.2 North America Cleaner Jet Fuels Consumption Value (2021-2032)
4.3 Europe Cleaner Jet Fuels Consumption Value (2021-2032)
4.4 Asia-Pacific Cleaner Jet Fuels Consumption Value (2021-2032)
4.5 South America Cleaner Jet Fuels Consumption Value (2021-2032)
4.6 Middle East & Africa Cleaner Jet Fuels Consumption Value (2021-2032)

5 MARKET SEGMENT BY TYPE

5.1 Global Cleaner Jet Fuels Sales Quantity by Type (2021-2032)
5.2 Global Cleaner Jet Fuels Consumption Value by Type (2021-2032)
5.3 Global Cleaner Jet Fuels Average Price by Type (2021-2032)

6 MARKET SEGMENT BY APPLICATION

6.1 Global Cleaner Jet Fuels Sales Quantity by Application (2021-2032)
6.2 Global Cleaner Jet Fuels Consumption Value by Application (2021-2032)
6.3 Global Cleaner Jet Fuels Average Price by Application (2021-2032)

7 NORTH AMERICA

7.1 North America Cleaner Jet Fuels Sales Quantity by Type (2021-2032)
7.2 North America Cleaner Jet Fuels Sales Quantity by Application (2021-2032)
7.3 North America Cleaner Jet Fuels Market Size by Country
  7.3.1 North America Cleaner Jet Fuels Sales Quantity by Country (2021-2032)
  7.3.2 North America Cleaner Jet Fuels Consumption Value by Country (2021-2032)
  7.3.3 United States Market Size and Forecast (2021-2032)
  7.3.4 Canada Market Size and Forecast (2021-2032)
  7.3.5 Mexico Market Size and Forecast (2021-2032)

8 EUROPE

8.1 Europe Cleaner Jet Fuels Sales Quantity by Type (2021-2032)
8.2 Europe Cleaner Jet Fuels Sales Quantity by Application (2021-2032)
8.3 Europe Cleaner Jet Fuels Market Size by Country
  8.3.1 Europe Cleaner Jet Fuels Sales Quantity by Country (2021-2032)
  8.3.2 Europe Cleaner Jet Fuels Consumption Value by Country (2021-2032)
  8.3.3 Germany Market Size and Forecast (2021-2032)
  8.3.4 France Market Size and Forecast (2021-2032)
  8.3.5 United Kingdom Market Size and Forecast (2021-2032)
  8.3.6 Russia Market Size and Forecast (2021-2032)
  8.3.7 Italy Market Size and Forecast (2021-2032)

9 ASIA-PACIFIC

9.1 Asia-Pacific Cleaner Jet Fuels Sales Quantity by Type (2021-2032)
9.2 Asia-Pacific Cleaner Jet Fuels Sales Quantity by Application (2021-2032)
9.3 Asia-Pacific Cleaner Jet Fuels Market Size by Region
  9.3.1 Asia-Pacific Cleaner Jet Fuels Sales Quantity by Region (2021-2032)
  9.3.2 Asia-Pacific Cleaner Jet Fuels Consumption Value by Region (2021-2032)
  9.3.3 China Market Size and Forecast (2021-2032)
  9.3.4 Japan Market Size and Forecast (2021-2032)
  9.3.5 South Korea Market Size and Forecast (2021-2032)
  9.3.6 India Market Size and Forecast (2021-2032)
  9.3.7 Southeast Asia Market Size and Forecast (2021-2032)
  9.3.8 Australia Market Size and Forecast (2021-2032)

10 SOUTH AMERICA

10.1 South America Cleaner Jet Fuels Sales Quantity by Type (2021-2032)
10.2 South America Cleaner Jet Fuels Sales Quantity by Application (2021-2032)
10.3 South America Cleaner Jet Fuels Market Size by Country
  10.3.1 South America Cleaner Jet Fuels Sales Quantity by Country (2021-2032)
  10.3.2 South America Cleaner Jet Fuels Consumption Value by Country (2021-2032)
  10.3.3 Brazil Market Size and Forecast (2021-2032)
  10.3.4 Argentina Market Size and Forecast (2021-2032)

11 MIDDLE EAST & AFRICA

11.1 Middle East & Africa Cleaner Jet Fuels Sales Quantity by Type (2021-2032)
11.2 Middle East & Africa Cleaner Jet Fuels Sales Quantity by Application (2021-2032)
11.3 Middle East & Africa Cleaner Jet Fuels Market Size by Country
  11.3.1 Middle East & Africa Cleaner Jet Fuels Sales Quantity by Country (2021-2032)
  11.3.2 Middle East & Africa Cleaner Jet Fuels Consumption Value by Country (2021-2032)
  11.3.3 Turkey Market Size and Forecast (2021-2032)
  11.3.4 Egypt Market Size and Forecast (2021-2032)
  11.3.5 Saudi Arabia Market Size and Forecast (2021-2032)
  11.3.6 South Africa Market Size and Forecast (2021-2032)

12 MARKET DYNAMICS

12.1 Cleaner Jet Fuels Market Drivers
12.2 Cleaner Jet Fuels Market Restraints
12.3 Cleaner Jet Fuels Trends Analysis
12.4 Porters Five Forces Analysis
  12.4.1 Threat of New Entrants
  12.4.2 Bargaining Power of Suppliers
  12.4.3 Bargaining Power of Buyers
  12.4.4 Threat of Substitutes
  12.4.5 Competitive Rivalry

13 RAW MATERIAL AND INDUSTRY CHAIN

13.1 Raw Material of Cleaner Jet Fuels and Key Manufacturers
13.2 Manufacturing Costs Percentage of Cleaner Jet Fuels
13.3 Cleaner Jet Fuels Production Process
13.4 Industry Value Chain Analysis

14 SHIPMENTS BY DISTRIBUTION CHANNEL

14.1 Sales Channel
  14.1.1 Direct to End-User
  14.1.2 Distributors
14.2 Cleaner Jet Fuels Typical Distributors
14.3 Cleaner Jet Fuels Typical Customers

15 RESEARCH FINDINGS AND CONCLUSION

16 APPENDIX

16.1 Methodology
16.2 Research Process and Data Source
16.3 Disclaimer

List Of Tables

LIST OF TABLES

Table 1. Global Graph Neural Networks Revenue by Type, (USD Million) 2026 VS 2032
Table 2. Global Graph Neural Networks Revenue by Learning Paradigm, (USD Million) 2026 VS 2032
Table 3. Global Graph Neural Networks Revenue by Application, (USD Million), 2026 VS 2032
Table 4. Google Corporate Information, Head Office, and Major Competitors
Table 5. Google Major Business
Table 6. Google Graph Neural Networks Product and Solutions
Table 7. OpenAI Corporate Information, Head Office, and Major Competitors
Table 8. OpenAI Major Business
Table 9. OpenAI Graph Neural Networks Product and Solutions
Table 10. Anthropic Corporate Information, Head Office, and Major Competitors
Table 11. Anthropic Major Business
Table 12. Anthropic Graph Neural Networks Product and Solutions
Table 13. Meta Corporate Information, Head Office, and Major Competitors
Table 14. Meta Major Business
Table 15. Meta Graph Neural Networks Product and Solutions
Table 16. Baidu Corporate Information, Head Office, and Major Competitors
Table 17. Baidu Major Business
Table 18. Baidu Graph Neural Networks Product and Solutions
Table 19. IBM Corporate Information, Head Office, and Major Competitors
Table 20. IBM Major Business
Table 21. IBM Graph Neural Networks Product and Solutions
Table 22. Tesla Corporate Information, Head Office, and Major Competitors
Table 23. Tesla Major Business
Table 24. Tesla Graph Neural Networks Product and Solutions
Table 25. Micropsi Corporate Information, Head Office, and Major Competitors
Table 26. Micropsi Major Business
Table 27. Micropsi Graph Neural Networks Product and Solutions
Table 28. Corti Corporate Information, Head Office, and Major Competitors
Table 29. Corti Major Business
Table 30. Corti Graph Neural Networks Product and Solutions
Table 31. Blackbird.AI Corporate Information, Head Office, and Major Competitors
Table 32. Blackbird.AI Major Business
Table 33. Blackbird.AI Graph Neural Networks Product and Solutions
Table 34. Global Graph Neural Networks Revenue (USD Million) by Players (2026 & 2032)
Table 35. Global Graph Neural Networks Revenue Share by Players (2026 & 2032)
Table 36. Graph Neural Networks Players Head Office, Products and Services Provided
Table 37. Graph Neural Networks Mergers & Acquisitions in the Past Five Years
Table 38. Graph Neural Networks New Entrants and Expansion Plans
Table 39. Global Market Graph Neural Networks Revenue (USD Million) Comparison by Region (2026 VS 2032)
Table 40. Global Graph Neural Networks Revenue Market Share by Region (2026-2032)
Table 41. Key Companies of Graph Neural Networks in North America
Table 42. Current Situation and Forecast of Graph Neural Networks in North America
Table 43. Key Companies of Graph Neural Networks in Europe
Table 44. Current Situation and Forecast of Graph Neural Networks in Europe
Table 45. Key Companies of Graph Neural Networks in Asia-Pacific
Table 46. Current Situation and Forecast of Graph Neural Networks in Asia-Pacific
Table 47. Key Companies of Graph Neural Networks in China
Table 48. Key Companies of Graph Neural Networks in Japan
Table 49. Key Companies of Graph Neural Networks in South Korea
Table 50. Key Companies of Graph Neural Networks in South America
Table 51. Current Situation and Forecast of Graph Neural Networks in South America
Table 52. Key Companies of Graph Neural Networks in Middle East & Africa
Table 53. Current Situation and Forecast of Graph Neural Networks in Middle East & Africa
Table 54. Global Graph Neural Networks Revenue Forecast by Type (2026-2032)
Table 55. Global Graph Neural Networks Revenue Forecast by Application (2026-2032)

List Of Figures

LIST OF FIGURES

Figure 1. Graph Neural Networks Picture
Figure 2. Global Graph Neural Networks Revenue Market Share by Type in 2032
Figure 3. Homogeneous GNNs
Figure 4. Heterogeneous GNNs
Figure 5. Global Graph Neural Networks Revenue Market Share by Learning Paradigm in 2032
Figure 6. Transductive GNNs
Figure 7. Inductive GNNs
Figure 8. Graph Neural Networks Revenue Market Share by Application in 2032
Figure 9. IT & Telecom Picture
Figure 10. Autonomous Driving Picture
Figure 11. Industrial Automation Picture
Figure 12. Others Picture
Figure 13. Global Graph Neural Networks Market Size, (USD Million): 2026 VS 2032
Figure 14. Global Graph Neural Networks Revenue and Forecast (2026-2032) & (USD Million)
Figure 15. Graph Neural Networks Market Drivers
Figure 16. Graph Neural Networks Market Restraints
Figure 17. Graph Neural Networks Market Trends
Figure 18. Google Recent Developments and Future Plans
Figure 19. OpenAI Recent Developments and Future Plans
Figure 20. Anthropic Recent Developments and Future Plans
Figure 21. Meta Recent Developments and Future Plans
Figure 22. Baidu Recent Developments and Future Plans
Figure 23. IBM Recent Developments and Future Plans
Figure 24. Tesla Recent Developments and Future Plans
Figure 25. Micropsi Recent Developments and Future Plans
Figure 26. Corti Recent Developments and Future Plans
Figure 27. Blackbird.AI Recent Developments and Future Plans
Figure 28. Global Graph Neural Networks Revenue Market Share by Region (2026-2032)
Figure 29. Global Graph Neural Networks Revenue Market Share by Region in 2032
Figure 30. North America Graph Neural Networks Revenue (USD Million) and Growth Rate (2026-2032)
Figure 31. Europe Graph Neural Networks Revenue (USD Million) and Growth Rate (2026-2032)
Figure 32. Asia-Pacific Graph Neural Networks Revenue (USD Million) and Growth Rate (2026-2032)
Figure 33. South America Graph Neural Networks Revenue (USD Million) and Growth Rate (2026-2032)
Figure 34. Middle East & Africa Graph Neural Networks Revenue (USD Million) and Growth Rate (2026-2032)
Figure 35. Global Graph Neural Networks Market Share Forecast by Type (2026-2032)
Figure 36. Global Graph Neural Networks Market Share Forecast by Application (2026-2032)
Figure 37. Methodology
Figure 38. Research Process and Data Source