The engineering platform for AI hardware decisions. We provide the data, simulation tools, and market intelligence that AI teams need to make infrastructure decisions with confidence.
AI infrastructure decisions are high-stakes. A wrong GPU purchase wastes thousands of dollars. Over-provisioning cloud compute burns budget. Under-provisioning kills model performance.
HardwareHQ exists to give AI engineers, researchers, and infrastructure teams the data they need to make these decisions confidently — through purpose-built planning studios, real-time market data, and precision calculators.
All core tools are free with no signup required. We earn revenue through affiliate partnerships with cloud GPU providers and hardware retailers. Affiliate links are always disclosed and never influence our recommendations or data.
VRAM requirements for every quantization level. Updated as new models release.
Consumer and enterprise specs. From RTX 4060 to H100.
Know in seconds if a model fits your VRAM. No guessing.
Automated pipeline keeps data fresh. New models added within days of release.
All tools work without signup. We don't collect personal data or require authentication.
We don't track you, sell your data, or require accounts. Your hardware choices are yours alone.
Some hardware links are affiliate links. We earn a small commission if you purchase, at no extra cost to you. Affiliate links are always marked and never influence our recommendations.
GPU pricing data available via REST API. Free tier: 300 calls/month. Pro: unlimited real-time access.
/api/hardware-database— Hardware specs/api/ai-models— AI model dataProviding AI infrastructure intelligence since 2024.