The global edge computing market reaches USD 257.76 billion in 2026 and is forecast to hit USD 479.97 billion by 2031 at a 13.24% CAGR, based on Mordor Intelligence data. Estimates for 2026 range from USD 28.5 billion to USD 658.1 billion depending on scope. This post covers market size by research firm, segment shares, regional data, and adoption statistics.
Edge Computing Market Statistics – TL;DR
- The edge computing market is worth USD 257.76 billion in 2026 and grows to USD 479.97 billion by 2031, per Mordor Intelligence.
- MarketsandMarkets values the AI-inclusive market at USD 658.1 billion in 2026, reaching USD 1,869.8 billion by 2031 at 23.2% CAGR.
- AWS, Microsoft, and Google captured 42% of edge infrastructure revenue in 2025.
- Enterprise IoT connections passed 19 billion in 2025, heading toward roughly 29 billion devices by 2030.
- Hardware held 47.13% of 2025 revenue; manufacturing led all verticals at 22.58%.
The most cited edge computing market statistics point in one direction: distributed processing is displacing centralized compute for latency-sensitive workloads. The 2026 figures below break down the market by research firm, component, deployment mode, industry, and region, with growth rates through 2031.
How Big Is the Edge Computing Market in 2026?
Four major research firms publish four different numbers for 2026, spanning USD 28.5 billion to USD 658.1 billion. The gap is a 23x spread and comes down to scope. Global Market Insights and Grand View Research measure software and services only, Mordor Intelligence adds all commercial hardware within one network hop of data creation, and MarketsandMarkets includes AI inference chip revenue on top.
Mordor’s USD 257.76 billion figure is the most widely cited infrastructure-inclusive reference. It compounds to USD 479.97 billion by 2031 at 13.24% per year.
| Research Firm | 2026 Value | Forecast End | CAGR |
|---|---|---|---|
| Mordor Intelligence | USD 257.76B | USD 479.97B (2031) | 13.24% |
| MarketsandMarkets | USD 658.1B | USD 1,869.8B (2031) | 23.2% |
| Grand View Research | USD 23.65B (2024 base) | USD 327.79B (2033) | 33.0% |
| Global Market Insights | USD 28.5B | USD 263.8B (2035) | 28% |
| GVR Edge AI sub-market | USD 29.98B | USD 118.69B (2033) | 21.7% |
| GVR Edge Data Center sub-market | USD 40.0B | USD 105.8B (2033) | 14.9% |
Source: Mordor Intelligence, January 2026; MarketsandMarkets, 2026; Grand View Research, June 2025 and 2026; Global Market Insights, December 2025
All four firms agree on direction even where they disagree on size. The US market alone grows at 31.2% through 2030, according to Grand View Research. The top three hyperscalers behind that build-out have long enterprise track records: Amazon began as an online bookstore in 1994 before AWS created the cloud infrastructure category, and Microsoft’s shift to Azure under Satya Nadella set up its current edge zone footprint.
Edge Computing Market Growth Forecast 2026-2031
The forecast checks out arithmetically. USD 257.76 billion compounded at 13.24% for five years equals roughly USD 480 billion, within 0.02% of Mordor’s published 2031 figure.
Edge Computing Market Statistics by Component and Deployment
Hardware generated 47.13% of edge computing revenue in 2025, per Mordor Intelligence, and over 51% within Grand View Research’s Edge AI scope. Rugged servers, gateways, and AI accelerators still out-earn software and services combined.
The mix is shifting. Services grow at 13.87% CAGR through 2031, and edge software grows at over 37% per year in Grand View Research’s forecast. Prices for AI-optimized edge inference chips have fallen more than 40% since 2022.
| Segment | 2025 Position | Growth Outlook |
|---|---|---|
| Hardware | 47.13% share (largest component) | Commoditizing; 40%+ chip price decline since 2022 |
| Services | Fastest component | 13.87% CAGR, 2026-2031 |
| Software (GVR scope) | Fastest in GVR forecast | Over 37% CAGR, 2025-2033 |
| Cloud-connected deployment | 58.19% share | 108 AWS Wavelength zones; 47 Azure Edge Zone metros |
| On-premise deployment | 41.8% share (GMI) | 13.61% CAGR (Mordor); 24.3% (GMI) |
Source: Mordor Intelligence, January 2026; Grand View Research, June 2025; Global Market Insights, December 2025
Vendor results confirm the services shift. Dell, which moved from direct-sale PCs into enterprise infrastructure, recorded a 19% jump in edge infrastructure revenue with a 68% services attach rate. Capgemini’s OT-edge engagements grew 34% in 2024.
Which Industries Use Edge Computing the Most?
Manufacturing is the largest end-user at 22.58% of 2025 revenue, based on Mordor Intelligence data. That aligns with more than 19 billion enterprise IoT connections, most of them in factory automation.
Healthcare grows fastest at 14.66% CAGR through 2031. FDA-cleared AI imaging devices requiring sub-50-millisecond inference are pushing hospitals to deploy compute at the bedside.
| Segment | Share / CAGR | Detail |
|---|---|---|
| Manufacturing (end-user) | 22.58% share, 2025 | Digital twins, predictive maintenance |
| Healthcare (end-user) | 14.66% CAGR, 2026-2031 | Sub-50ms HIPAA-compliant inference |
| Video analytics (application) | 28.71% share, 2025 | Largest application segment |
| Autonomous vehicles and drones | 14.11% CAGR | FAA and EU BVLOS approvals |
| Large enterprises | 63.44% share, 2025 | Latency-critical financial workloads |
| SMEs | 13.69% CAGR, 2026-2031 | AWS Outposts 1U at ~USD 5,000 |
Source: Mordor Intelligence, January 2026
Finance is a quiet driver of the large-enterprise share. Goldman Sachs, founded in 1869 as a commercial paper dealer, now places edge servers inside exchanges to shave microseconds off trade execution. In automotive, Tesla’s Hardware 4 delivers 300 TOPS of on-device AI inference per vehicle.
Edge Computing Market Statistics by Region
North America holds 33.91% of the market per Mordor, and over 38% in Grand View Research’s 2024 estimate. The US backs this with USD 52 billion in CHIPS Act semiconductor funding, 108 AWS Wavelength zones, and 47 Azure Edge Zone metros.
Asia-Pacific grows fastest at 14.21% CAGR. Operators in the region installed 1.8 million edge-enabled 5G sites by mid-2025, based on Ericsson Mobility Report data cited by Mordor, and India has earmarked 100 smart cities for edge-powered services.
| Region / Metric | Figure | Period |
|---|---|---|
| North America share | 33.91% (Mordor) / over 38% (GVR) | 2024-2025 |
| Europe share | ~24% | 2025 |
| Asia-Pacific CAGR | 14.21% (fastest region) | 2026-2031 |
| EU active edge nodes | 1,836 (3x the 2022 level) | 2024 |
| Germany, France, Netherlands | 61% of EU installations | 2024 |
| EU Digital Decade target | 10,000 edge nodes | 2030 |
| China Mobile edge-enabled 5G base stations | 1.8 million | 2025 |
| Singapore Smart Nation edge cameras | 12,000 | 2025 |
Source: Mordor Intelligence, January 2026; Grand View Research, June 2025; Ericsson Mobility Report, November 2024
EU Edge Node Deployment vs 2030 Target
The EU tripled its active edge nodes between 2022 and 2024. Hitting the 10,000-node target by 2030 requires roughly 8,164 more installations, a 4.5x increase from the 2024 base, with the EU Data Act enforceable since September 2025.
Edge Computing Adoption, Talent, and Security Statistics
The Linux Foundation issued 18,000 edge-specific certifications in 2024 against 450,000 general cloud awards, a 25:1 ratio. Only 15% of cloud-certified professionals report confidence in edge skills, and Mordor treats the gap as a 1.5-point drag on its CAGR forecast.
Risk is repricing too. Insurance premiums for edge deployments rose 12% in 2025. On the vendor side, Cisco, which has completed over 200 acquisitions since 1984, paid USD 1.2 billion for Isovalent to embed eBPF observability into industrial edge security.
| Metric | Figure | Period |
|---|---|---|
| Edge-specific certifications (Linux Foundation) | 18,000 | 2024 |
| General cloud certifications | 450,000 | 2024 |
| Cloud pros confident in edge skills | 15% | 2025 |
| Edge deployment insurance premiums | +12% | 2025 |
| Cisco Isovalent acquisition | USD 1.2 billion | 2024 |
| Capgemini OT-edge engagement growth | +34% | 2024 |
| Dell edge revenue growth / services attach | +19% / 68% | 2024-2025 |
Source: Linux Foundation data and vendor figures cited in Mordor Intelligence, January 2026
The talent shortage, not hardware cost, is the binding constraint on adoption speed. Chip prices fell 40% while certified edge engineers remained scarce, so demand-side economics improved faster than supply-side staffing.
FAQs
How big is the edge computing market in 2026?
The edge computing market is worth USD 257.76 billion in 2026, per Mordor Intelligence. Estimates range from USD 28.5 billion (software-only scope) to USD 658.1 billion (AI-hardware-inclusive scope) depending on the research firm.
How fast is the edge computing market growing?
The market grows at a 13.24% CAGR from 2026 to 2031, reaching USD 479.97 billion, per Mordor Intelligence. MarketsandMarkets projects 23.2% CAGR for its broader AI-inclusive scope, and Grand View Research forecasts 33.0%.
Which companies lead the edge computing market?
AWS, Microsoft, and Google together captured 42% of edge infrastructure revenue in 2025. AWS runs 108 Wavelength zones and Microsoft operates Azure Edge Zones in 47 metro areas. Dell, Cisco, and HPE lead hardware.
Which industry uses edge computing the most?
Manufacturing leads with 22.58% of 2025 revenue, driven by digital twins and predictive maintenance. Healthcare is the fastest-growing vertical at 14.66% CAGR, and video analytics is the largest application at 28.71%.
Which region dominates edge computing?
North America leads with a 33.91% to 38% share, backed by USD 52 billion in CHIPS Act funding. Asia-Pacific grows fastest at 14.21% CAGR, with 1.8 million edge-enabled 5G sites installed by mid-2025.
Sources
https://www.marketsandmarkets.com/Market-Reports/edge-computing-market-133384090.html
https://www.marketsandmarkets.com/PressReleases/edge-computing.asp
https://www.fortunebusinessinsights.com/edge-computing-market-103760
https://www.marketresearchfuture.com/reports/edge-computing-market-3239
