Research Report
The Akash Network
A product of Overclock Labs
Cedral Advisory · March 2026
Blockchain · DePIN · AI Infrastructure
The Akash Network:
Decentralized Compute for the AI Era
Decentralized Compute for the AI Era
A research report examining Akash Network’s competitive position in the cloud infrastructure market, its value proposition for SMBs adopting AI, GPU supply dynamics, and security architecture — updated to reflect developments through March 2026.
March 19, 2026 Update — This report has been updated to reflect Akash’s Burn-Mint Equilibrium (BME) mainnet upgrade scheduled for March 23, 2026, the return of tenant incentive programs, and the Starcluster GPU expansion initiative targeting 7,200 NVIDIA GB200 GPUs.
Key Findings
01
Price advantage of 80%+ — Akash offers GPU compute at up to 85% below AWS pricing, with zero contractual lock-in. For SMBs and individual developers, this is a structurally compelling alternative to enterprise cloud providers.
02
Organic demand is real — Network-wide GPU utilization has grown from approximately 44% at inception to a consistent 60% through Q4 2025, with premium A100 GPUs historically operating above 90% due to concentrated enterprise demand. Provider Incentive Programs completed their cycles as designed — returning unspent funds to the community pool — with successor programs now active and GPU supply expanding into 2026.
03
SMB AI adoption is accelerating — The percentage of small businesses investing in AI solutions grew from 36% in 2023 to 57% in 2025. This is Akash’s core addressable market and it is expanding rapidly.
04
Security is stronger than perceived — Blockchain-native staking, slashing, and escrow mechanisms provide structural provider accountability. Trusted Execution Environments (TEEs) are on the 2026 roadmap for fully confidential computing.
05
Major tokenomics upgrade incoming — The Burn-Mint Equilibrium model launching March 23, 2026 introduces stable USD-denominated payments, directly addressing enterprise adoption barriers.
DePIN
Decentralized Cloud
GPU Infrastructure
AI Compute
AKT Token
SMB Adoption
Blockchain Security
Decentralized Cloud
GPU Infrastructure
AI Compute
AKT Token
SMB Adoption
Blockchain Security
