“Which GPU should I buy? H100? A100? L40S?”
If these questions are keeping you stuck, InfraSpec has the answers.
Describe your AI workload and get an optimized hardware blueprint with vendor-neutral comparison and hidden cost analysis — instantly.
No credit card required · Free for your first 3 reports
73% of teams overspend on their first GPU setup. The problem isn't lack of information — it's too much of it.
H100, A100, L40S, MI300X — dozens of options, each with different specs, availability, and pricing. Spreadsheets don't scale. Vendor docs contradict each other. Picking the wrong GPU means months of rework.
GPU price is just the beginning. Networking, cooling, power, licensing, egress fees, maintenance contracts — the real total cost is often 2-3x what you initially budgeted. Nobody warns you until the invoice arrives.
Your engineers should be training models, not researching hardware vendors. Every week spent on infra decisions is a week your competitors are shipping product. Time-to-GPU is the real bottleneck.
We turned months of infrastructure research into a simple, guided workflow.
Tell us what AI model you're running, what it's for, and your target scale. No GPU expertise required — just answer simple questions about your use case.
LLM fine-tuning, inference serving, image generation, multi-modal pipelines — pick your workload type and InfraSpec handles the rest.
Receive a complete infrastructure design — GPU, memory, storage, networking — with a side-by-side vendor comparison and full cost breakdown.
AWS · GCP · CoreWeave · Lambda · On-prem options compared under identical conditions. Includes 12-month TCO with hidden costs surfaced.
Take your finalized config and deploy with auto-generated Terraform code. Monitor GPU utilization from a single dashboard.
Coming in Phase 2. Join the waitlist now to get priority access to deployment automation.
Four years of designing VMware, Nutanix, and Kubernetes infrastructure — distilled into an automated engine.
Automatically calculates optimal GPU, vCPU, RAM, storage, and networking based on your workload profile. Prevents both over-provisioning and under-sizing.
Surfaces costs vendors don't advertise upfront — networking, power, cooling, licensing, egress, and maintenance. Know the real price before you commit.
Compare AWS, GCP, CoreWeave, Lambda, and on-prem options side by side under identical conditions. No affiliate deals, no bias — just data.
Recommendations backed by real-world performance data, not theoretical specs. See actual throughput, latency, and cost-per-token for your workload type.
You design infrastructure once, not every month. Our pricing reflects that — pay per report, not per month.
Try a full design report — no credit card, no commitment.
Pricing coming soon
One-time purchase per design. Pay for the blueprint, not a subscription.
Pricing coming soon
Unlimited reports and deployment tools for organizations running multiple projects.
Pricing coming soon
We're finalizing pricing based on early user feedback. Join the waitlist to get notified when we launch — and lock in early-bird rates.
Skip the spreadsheet rabbit hole. Get a complete infrastructure blueprint backed by real benchmarks and honest cost data.
200+ engineers already on the waitlist