서버리스 및 컨테이너 지속가능성 소프트웨어 시장 : 시장 점유율 분석, 업계 동향 및 통계, 성장 예측(2026-2031년)

According to Mordor Intelligence, the serverless and container sustainability software market size was valued at USD 0.52 billion in 2025 and estimated to grow from USD 0.65 billion in 2026 to reach USD 1.95 billion by 2031, at a CAGR of 24.57% during the forecast period (2026-2031).

This report is Segmented by Deployment (Cloud-Based, Hybrid, and On-Premises), Component (Software, and Services), Enterprise Size (Large Enterprises, and Small and Medium Enterprises), End-User Industry (Industrial Manufacturing, Energy and Utilities, BFSI, Retail and Consumer Goods, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

Global Serverless and Container Sustainability Software Market Trends and Insights

Rising Scope 3 Reporting Pressure on Cloud-Native Workloads

Cloud operations are becoming harder for large enterprises to avoid in formal emissions reporting, which is driving demand across the serverless and container sustainability software markets. The revised CSRD framework published by the Council of the European Union in February 2026 applies to companies with more than 1,000 employees and a turnover above EUR 450 million, which the user draft converted to USD 508.5 million, and this continues to put pressure on enterprises to improve the quality of their digital sustainability disclosures. AWS also expanded the operational relevance of cloud emissions data by introducing a unified Sustainability Console that consolidated Scope 1, Scope 2, and Scope 3 reporting into a single place for cloud customers. Once cloud providers make this data available, enterprises still need software that can allocate and audit it at the Kubernetes namespace or serverless function level, and that is where specialized platforms continue to win budget. This creates a pull-through effect, where hyperscaler reporting maturity does not replace third-party tools but instead increases the need for software that makes the data usable across engineering and compliance teams. It also strengthens demand in regulated sectors where audit readiness matters as much as carbon visibility.

FinOps and GreenOps Convergence In Kubernetes Operations

The serverless and container sustainability software market is also being shaped by the convergence of cloud cost governance and carbon management into a single day-to-day discipline. The FinOps Foundation formalized Cloud Sustainability as a framework capability in its 2026 update, thereby recognizing GreenOps as a recognized operating area rather than an informal extension of sustainability work. In Kubernetes environments, pod-level utilization data already used for rightsizing can also support carbon attribution, reducing the need for separate measurement stacks and making adoption easier for engineering teams. Research published in 2025 showed that carbon-aware temporal workload shifting could lower emissions for enterprise processing loads while remaining within configured service limits. This matters commercially because FinOps teams already influence platform purchases, and their involvement shortens sales cycles for software that combines cost and carbon controls. It also favors vendors that can present a single interface for cost efficiency, workload placement, and emissions performance across multi-cluster environments.

Incomplete Emissions Attribution For Ephemeral Serverless Execution

A core limitation for the serverless and container sustainability software market is that serverless functions do not run inside stable and isolated compute boundaries. BSR noted in its Scope 3 work on software companies that comparable and consistent cloud emissions accounting remains difficult because use-phase measurement often relies on indirect assumptions rather than direct workload tracing. Research presented at SoCC 2024 using the FaasMeter framework improved allocation accuracy via Shapley value decomposition across concurrent function invocations, but the method also introduced computational overhead, making real-time deployment at scale harder. This leaves vendors in a difficult position, as strong claims about attribution precision can expose them to audit risk when customer outputs differ from hyperscaler methods. The problem is even sharper in regulated industries where buyers want tools that can survive assurance reviews, not just produce directional estimates. Until guidance becomes more consistent at the function level, methodological uncertainty will continue to slow procurement confidence.

Other drivers and restraints analyzed in the detailed report include:

1. EU CSRD and Digital Reporting Readiness For Cloud Operations
2. Serverless Pricing Transparency Improving Sustainability Buy-In
3. Limited Standardization of Workload-Level Carbon Methodologies

For complete list of drivers and restraints, kindly check the Table Of Contents.

Segment Analysis

Cloud-based deployments held 67.12% of the serverless and container sustainability software market share in 2025, which reflected the natural benefit of placing measurement tools in the same environment as the workloads they monitor. This model reduces telemetry delay, avoids unnecessary data egress, and works more directly with cloud-provider APIs that supply emissions factors and usage information. The cloud-first architecture also aligns with how many enterprises already run serverless functions and containerized applications, making deployment faster and reducing integration friction. Hybrid deployments are projected to expand at a 25.34% CAGR through 2031 in the serverless and container sustainability software market, as regulated enterprises connect on-premises Kubernetes clusters with cloud-based analytics layers. That pattern is strongest in sectors such as healthcare and financial services, where data residency rules make full cloud centralization less practical.

On-premises deployments remained smaller, but they still carried strategic weight in government and defense environments where air-gapped infrastructure limited the use of cloud-based tools. For vendors, this means hybrid success depends on telemetry agents that can run at the edge, keep collecting data without steady cloud access, and upload records later when synchronization is allowed. The competitive split is becoming clearer: API-led platforms that pull existing hyperscaler carbon data, and instrumentation-led platforms that place collectors directly into Kubernetes clusters for more granular attribution. The first approach often wins on speed, while the second tends to matter more in multi-cloud estates with mixed container and serverless execution. As enterprise environments become more distributed, buyers are placing greater value on unified control planes that can aggregate sustainability metrics across multiple clusters and operating locations.

Software captured 72.12% of the serverless and container sustainability software market in 2025, supported by demand for monitoring, analytics, optimization, dashboarding, and emissions reporting modules. This lead reflected the fact that most spending still centered on the product layer, where enterprises wanted direct visibility into container efficiency and workload-level carbon outputs. At the same time, services are projected to grow at a 26.12% CAGR through 2031 because many customers still need help configuring telemetry, normalizing multi-cloud data, and connecting outputs to formal reporting processes. Carbon-aware scheduling tools remain one of the strongest software growth areas, and CarbonFlex research published in 2025 showed a 57% reduction in emissions relative to a carbon-agnostic baseline through continuous learning over historical cluster data. Reporting tools are also rising quickly because enterprises need software that can turn engineering telemetry into disclosure-ready outputs rather than stopping at operational dashboards.

Open-source tooling is changing where vendors can defend margins. CNCF's Kepler project continued to improve the basic measurement layer, and version 0.11.4 added GPU power metrics in February 2026 alongside its existing container and pod-level monitoring capabilities. That is pushing commercial providers toward higher-value areas such as optimization logic, multi-cloud normalization, and audit-ready reporting. The services side is also moving beyond setup work and toward managed GreenOps support, where vendors maintain telemetry, update factors, and help prepare disclosures over time. This shift should improve revenue stability for vendors because embedded service relationships are harder for customers to replace once the operational workflow is in place.

Complete Report Scope:

• By Deployment
  • Cloud-Based
  • Hybrid
  • On-Premises
• By Component
  • Software
    • Container sustainability analytics
    • Kubernetes energy monitoring
    • Carbon-aware scheduling
    • Resource optimization engines
    • Sustainability dashboards
    • Emissions reporting tools
  • Services
• By Enterprise Size
  • Large Enterprises
  • Small and Medium Enterprises
• By End-user Industry
  • Industrial Manufacturing
  • Energy and Utilities
  • BFSI
  • Retail and Consumer Goods
  • IT and Telecom
  • Healthcare and Life Sciences
  • Government and Public Sector
  • Transportation and Logistics
  • Other End-user Industries
• By Geography
  • North America
    • United States
    • Canada
    • Mexico
  • South America
    • Brazil
    • Argentina
    • Rest of South America
  • Europe
    • Germany
    • United Kingdom
    • France
    • Italy
    • Spain
    • Russia
    • Netherlands
    • Rest of Europe
  • Asia-Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia and New Zealand
    • Rest of Asia-Pacific
  • Middle East
    • Saudi Arabia
    • United Arab Emirates
    • Rest of Middle East
  • Africa
    • South Africa
    • Nigeria
    • Rest of Africa

Geography Analysis

North America held 34.56% of the serverless and container sustainability software market share in 2025, supported by early cloud maturity, high concentrations of serverless workloads, and the broader adoption of FinOps practices. California rules, such as SB 253 and SB 261, also strengthened the need for large filers to improve operational emissions visibility across cloud environments, which helped support spending on specialized software. The FinOps Foundation further reinforced regional momentum when it formally positioned GreenOps within its 2026 framework update, which gave cloud carbon optimization a clearer home inside enterprise operating models. Canada and Mexico contributed through cross-border enterprise procurement tied to U.S.-led ESG programs, even though local regulatory intensity remained lower than in the United States and the European Union. The region maintained its commercial lead, but European software vendors continued to exert pressure, as they were positioned close to buyers making CSRD-related purchasing decisions.

Europe remained the strongest regulatory demand center for the serverless and container sustainability software market because disclosure obligations pushed buyers toward systems that could connect cloud activity with formal sustainability reporting. The revised CSRD framework, confirmed in February 2026, maintained this pressure on large in-scope enterprises and supported demand for more structured emissions workflows. Germany, the United Kingdom, France, and the Netherlands stood out as the most active markets for enterprise adoption, as cloud-specific modules were increasingly evaluated alongside broader sustainability platforms. Germany-based academic work published in 2025 also reinforced the technical case for greener cloud operations by linking serverless technologies, scalable microservices, and efficient data management with measurable carbon reductions. This helped keep Europe at the center of demand for software that combines engineering telemetry with audit-ready reporting output.

Asia-Pacific is projected to expand at a 27.45% CAGR through 2031, making it the fastest-growing region in the serverless and container sustainability software market. China is a major part of that growth because listed companies are moving under stronger sustainability reporting expectations by 2026, while Singapore continues to provide a strong regional baseline for climate disclosure. India and South Korea are also contributing through rapid containerization across technology-intensive sectors, which expands the installed base that eventually needs workload-level monitoring and carbon reporting. Japan sent an important signal of standardization in March 2026 when NTT Group, NEC, Hitachi, and Fujitsu published a cradle-to-grave CO2 calculation methodology for software products under a nationally recognized framework. South America, the Middle East, and Africa remained smaller markets, with adoption held back by implementation complexity and fewer deployment partners for Kubernetes-native tooling, although Brazil and Saudi Arabia showed the strongest regional momentum.

1. Watershed Technology, Inc.
2. Persefoni AI, Inc.
3. Plan A Sustainable Technologies GmbH
4. Normative AB
5. Greenly SAS
6. Emitwise Limited
7. Sinai Technologies, Inc.
8. Sweep SAS
9. Greenomy S.A.
10. Climatiq Ltd.
11. Novisto Inc.
12. Altruistiq Limited
13. Sustainability Cloud AG
14. Cority Software Inc.
15. Benchmark Gensuite, LLC
16. Datadog Inc
17. Sphera Solutions, Inc.
18. Enablon North America Corporation
19. Intelex Technologies ULC
20. Osapiens Holding GmbH

Additional Benefits:

• The market estimate (ME) sheet in Excel format
• 3 months of analyst support

TABLE OF CONTENTS

1 Introduction

• 1.1 Study Assumptions and Market Definition
• 1.2 Scope of the Study

2 Research Methodology

3 Executive Summary

4 Market Landscape

• 4.1 Market Overview
• 4.2 Market Drivers
  • 4.2.1 Rising Scope 3 Reporting Pressure on Cloud-Native Workloads
  • 4.2.2 FinOps and GreenOps Convergence in Kubernetes Operations
  • 4.2.3 Serverless Pricing Transparency Improving Sustainability Buy-In
  • 4.2.4 EU CSRD and Digital Reporting Readiness for Cloud Operations
  • 4.2.5 Carbon-Aware Scheduling Demand Across Multi-Cloud Estates
  • 4.2.6 Automated Telemetry Integration with Cloud Observability Stacks
• 4.3 Market Restraints
  • 4.3.1 Incomplete Emissions Attribution for Ephemeral Serverless Execution
  • 4.3.2 Limited Standardization of Workload-Level Carbon Methodologies
  • 4.3.3 Low Budget Priority Outside Regulated Enterprise Accounts
  • 4.3.4 Data Quality Gaps Across Multi-Cloud and Hybrid Telemetry Sources
• 4.4 Industry Value-Chain Analysis
• 4.5 Regulatory Landscape
• 4.6 Technological Outlook
• 4.7 Impact of Macroeconomic Factors on the Market
• 4.8 Porter's Five Forces Analysis
  • 4.8.1 Threat of New Entrants
  • 4.8.2 Bargaining Power of Buyers
  • 4.8.3 Bargaining Power of Suppliers
  • 4.8.4 Threat of Substitutes
  • 4.8.5 Intensity of Competitive Rivalry

5 MARKET SIZE AND GROWTH FORECASTS (VALUE)

• 5.1 By Deployment
  • 5.1.1 Cloud-Based
  • 5.1.2 Hybrid
  • 5.1.3 On-Premises
• 5.2 By Component
  • 5.2.1 Software
    • 5.2.1.1 Container sustainability analytics
    • 5.2.1.2 Kubernetes energy monitoring
    • 5.2.1.3 Carbon-aware scheduling
    • 5.2.1.4 Resource optimization engines
    • 5.2.1.5 Sustainability dashboards
    • 5.2.1.6 Emissions reporting tools
  • 5.2.2 Services
• 5.3 By Enterprise Size
  • 5.3.1 Large Enterprises
  • 5.3.2 Small and Medium Enterprises
• 5.4 By End-user Industry
  • 5.4.1 Industrial Manufacturing
  • 5.4.2 Energy and Utilities
  • 5.4.3 BFSI
  • 5.4.4 Retail and Consumer Goods
  • 5.4.5 IT and Telecom
  • 5.4.6 Healthcare and Life Sciences
  • 5.4.7 Government and Public Sector
  • 5.4.8 Transportation and Logistics
  • 5.4.9 Other End-user Industries
• 5.5 By Geography
  • 5.5.1 North America
    • 5.5.1.1 United States
    • 5.5.1.2 Canada
    • 5.5.1.3 Mexico
  • 5.5.2 South America
    • 5.5.2.1 Brazil
    • 5.5.2.2 Argentina
    • 5.5.2.3 Rest of South America
  • 5.5.3 Europe
    • 5.5.3.1 Germany
    • 5.5.3.2 United Kingdom
    • 5.5.3.3 France
    • 5.5.3.4 Italy
    • 5.5.3.5 Spain
    • 5.5.3.6 Russia
    • 5.5.3.7 Netherlands
    • 5.5.3.8 Rest of Europe
  • 5.5.4 Asia-Pacific
    • 5.5.4.1 China
    • 5.5.4.2 Japan
    • 5.5.4.3 India
    • 5.5.4.4 South Korea
    • 5.5.4.5 Australia and New Zealand
    • 5.5.4.6 Rest of Asia-Pacific
  • 5.5.5 Middle East
    • 5.5.5.1 Saudi Arabia
    • 5.5.5.2 United Arab Emirates
    • 5.5.5.3 Rest of Middle East
  • 5.5.6 Africa
    • 5.5.6.1 South Africa
    • 5.5.6.2 Nigeria
    • 5.5.6.3 Rest of Africa

6 COMPETITIVE LANDSCAPE

• 6.1 Market Concentration
• 6.2 Strategic Moves
• 6.3 Market Share Analysis
• 6.4 Company Profiles (includes Global Level Overview, Market Level Overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share, Products and Services, Recent Developments)
  • 6.4.1 Watershed Technology, Inc.
  • 6.4.2 Persefoni AI, Inc.
  • 6.4.3 Plan A Sustainable Technologies GmbH
  • 6.4.4 Normative AB
  • 6.4.5 Greenly SAS
  • 6.4.6 Emitwise Limited
  • 6.4.7 Sinai Technologies, Inc.
  • 6.4.8 Sweep SAS
  • 6.4.9 Greenomy S.A.
  • 6.4.10 Climatiq Ltd.
  • 6.4.11 Novisto Inc.
  • 6.4.12 Altruistiq Limited
  • 6.4.13 Sustainability Cloud AG
  • 6.4.14 Cority Software Inc.
  • 6.4.15 Benchmark Gensuite, LLC
  • 6.4.16 Datadog Inc
  • 6.4.17 Sphera Solutions, Inc.
  • 6.4.18 Enablon North America Corporation
  • 6.4.19 Intelex Technologies ULC
  • 6.4.20 Osapiens Holding GmbH

7 MARKET OPPORTUNITIES AND FUTURE OUTLOOK

• 7.1 White-Space and Unmet-Need Assessment