Use Cases
From high-growth AI startups to global data centers, teams use Akash to deploy scalable container workloads and monetize enterprise compute.
AI Product Engineering
Deploy production-grade AI workloads across a global marketplace of distributed GPU infrastructure. Handle massive public traffic spikes and sustain high request concurrency without hyperscaler middleman APIs or restrictive platform rate limits.
Enterprise
Reserved NVIDIA B300, B200, H200, H100, and A100 GPU capacity with confidential computing, InfiniBand networking, bare metal access, and dedicated enterprise support.
Academic & Institutional Research
Open research needs open compute. Akash provides academic institutions with cost-effective, permissionless access to high-performance compute for AI and scientific workloads.
Compute Providers
Monetize your enterprise data center hardware directly through a programmatic marketplace layer. Automate idle capacity allocation by letting global tenants bid on your available silicon, memory, and storage in open auctions.
Startups
Skip the sales calls and waitlists. Akash gives early-stage teams direct access to the world's GPU supply at the cost of silicon — no markups, no lock-in.