Solutions · GPU compute providers
Monetize GPU capacity on an open marketplace
GPU capacity is scarce, expensive to own, and painful to sell in small increments. VirtEngine gives GPU operators a marketplace where accelerator capacity is leased on-chain, metered hourly, and paid from escrow — without building a billing department.
Who this is for: Operators with GPU fleets — from a few nodes to full accelerator clusters.
The problem
The problem: GPUs earn nothing between customers
Accelerators are the most capital-intensive hardware in any datacenter, and they depreciate whether or not they are busy. Selling spare GPU-hours conventionally means marketing, sales contracts, payment risk, and per-customer billing plumbing — overhead that only makes sense at large scale.
Meanwhile demand exists everywhere: teams that need training or inference capacity for days or weeks, not years, and cannot get allocation from the big clouds at acceptable prices.
How VirtEngine addresses it
Grounded in what the protocol actually does
List capacity as attribute-rich offers
Register as a provider (x/provider) with attributes describing your GPU classes, and publish hardware benchmarks (x/benchmark) so tenants compare your capacity on measured performance rather than spec sheets. Tenant orders that require your attributes are matched to your bids by the on-chain exchange (x/market).
Let the daemon run the marketplace
The provider daemon watches open orders, bids per your configured pricing strategy, and instantiates won leases on your Kubernetes cluster. Usage is metered per workload on an hourly cadence and submitted on-chain as signed records — you operate hardware, the protocol operates the exchange.
Trust the counterparty before the workload lands
Every tenant is VEID-verified before they can transact, and their lease is backed by funded escrow you can verify on-chain. Reviews and reputation (x/review) compound with every successfully served lease.
Economics
Economics
Payment releases from lease escrow after each usage record clears its 24-hour dispute window — no invoicing, no accounts receivable and no marketplace commission deducted at payout. You set your own bid pricing; validator transaction fees apply only to on-chain actions and are proposed at approximately 90% below standard network transaction fees.
Getting started
The path in
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Complete VEID verification
Marketplace participation is identity-gated in both directions.
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Register on-chain with GPU attributes
Create your provider record with accelerator classes, region, and certifications.
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Publish benchmarks
Measured GPU performance data makes your offers stand out to tenants filtering on capability.
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Deploy the provider daemon
Point it at your Kubernetes cluster, connect your chain key, and set pricing rules.
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Bid, serve, settle
The daemon bids on matching orders; usage settles hourly from escrow.
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