The decentralized GPU mining network Aethir today officially announced the launch of the ACCELERATE strategic project, marking a significant step for the network, which was previously known for its global GPU hash rate aggregation and scheduling, into the realm of physical AI infrastructure development.
From Scheduler to Builder
ACCELERATE represents a substantial leap in Aethir's business model. In the past, Aethir aggregated third-party GPU hash power in over 90 countries, managing over 430,000 GPU containers. With the launch of ACCELERATE, Aethir will proactively identify sites, autonomously onboard GPU hash power, transitioning from a network operator to an infrastructure owner.
The initial phase will involve 10 sites in the United States and Europe, with a total capacity of up to 20 megawatts. The disclosed contract size target: up to $700 million by the end of 2026, with a total value exceeding $2 billion after all 10 sites are completed.
Infrastructure Designed for the Inference Era
The ACCELERATE sites support NVIDIA B300 and GB300 clusters, with node counts ranging from 64 to 256, targeting AI training and inference workloads, with a monthly deployment cycle. Deloitte forecasts that by 2026, about two-thirds of all AI compute demand will be for inference—what inference workloads need are not mega centralised campuses, but agile computing resources that can rapidly come online, be close to the customer, and scale up on demand. ACCELERATE is precisely targeting this supply gap.
According to McKinsey data, global AI data center power demand will increase from 44GW in 2025 to 156GW in 2030, with almost half of the planned global capacity scheduled for online in 2026 facing delays due to approvals and grid constraints. Delivery speed has become the scarcest competitive asset.
Demand-Driven, Contract-Led
Aethir explicitly stated that the deployment of each ACCELERATE site corresponds to real-world demand under signed contracts, rather than speculative bets—the built clusters will be used to fulfill existing contractual obligations.
On the partnership front, Axe Compute (NASDAQ: AGPU) through its Axe Build business is deeply involved, having accumulated contracts exceeding $3 billion by 2026, with approximately $400 million in customer prepayments received (as disclosed in public SEC filings). The Aethir Foundation holds equity in Axe Compute.
Aethir Co-Founder and Chief Strategy Officer Mark Rydon stated, "The winner of this competition will not be the one who builds the largest facility, but the one who delivers usable computing power first. Our network can tell us where the demand is before driving the first stake."
Tokenomics Update in Sync with Network Launch
With the launch of ACCELERATE, Aethir will update its IDC tokenomics policy, introducing a burn mechanism and a variable platform fee. This will enhance the protocol's resilience during price fluctuations, allowing existing ATH holders to benefit from on-chain revenue growth.
The initial contracts for ACCELERATE are expected to be implemented over the coming months, with announcements to the public following the protocol's site-by-site signings.
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