How GPUVerse works
You describe the workload. The engine scores every viable placement across ten providers, then hands back a plan you can interrogate, with the reasoning, the tradeoffs, and its own confidence attached.
gpuverse.ai / discoverWorkload
Inference · Llama 3.1 70B · 40k DAU · low latency · EU · $3k/mo
Provider
RunPod
GPU
H100 80GB
Region
EU-West
Est. monthly
$2,180
Best balance of cost, availability, and performance for low-latency inference.
The flow
From workload to plan, in three steps
The short version of what you just watched, describe, reason, decide.
Describe your workload
Model, size, scale, latency, region, budget, and compliance - in plain terms.
GPUVerse reasons across the stack
It scores every provider, GPU, and region against your constraints in real time.
Get an explainable plan
Provider, GPU, cost, tradeoffs, architecture, and alternatives - with confidence scores.
Capabilities
Everything that goes into placing a workload
Discover is the first product in the GPUVerse ComputeOps platform.
Infrastructure decision engine
Describe a workload in plain terms and get a full plan - provider, GPU, region, cost, and architecture.
Provider intelligence
Hyperscalers, neoclouds, and marketplaces - ten providers scored on one normalized axis.
Explainable decisions
Structured decision factors, tradeoffs, and a confidence score that drops when our data is thin.
Every accelerator
H100, H200, A100, L40S, MI300X, TPU v5e and more - matched to your model's memory profile.
Region & residency aware
Latency, egress cost, and data-residency constraints factored into every plan.
Compliance-first plans
SOC 2, HIPAA, FedRAMP, GDPR - filter providers by the certifications your workload needs.
Saveable, versioned plans
Every recommendation is a plan you can save, duplicate, and export.
Alternative plans, always
Lowest cost, best performance, and enterprise-ready options alongside every recommendation.
Built for real APIs
Structured outputs designed to drive provisioning - Deploy launches with GPUVerse Provision.
Roadmap: Discover → Provision → Optimize
Discover designs the plan today. Provision deploys it. Optimize keeps it tuned as prices and availability move. The full split between what ships now and what is planned is in the handbook.