XPerf Launches ClusterReady — 10× Faster GPU Rack Validation with Real AI Workloads

Validating GPU racks and clusters using AI inference and training workloads, with tokens/sec output. Demonstrated on AMD MI325X racks with MiTAC Computing.

XPerf today launched XPerf ClusterReady — a platform that validates GPU racks and clusters using real AI inference and training workloads, and reports tokens/sec output as part of every validation run. ClusterReady delivers a 10× speed-up over conventional rack and cluster validation, compressing what is typically a multi-week process into hours.

Working with MiTAC Computing, XPerf demonstrated strong cluster-level performance on AMD Instinct MI325X racks and validated AI workloads in hours rather than weeks — confirming that production AI infrastructure can be certified and shipped revenue-ready on Day 1.

Why this matters

As clusters scale to thousands of GPUs, the question is no longer "does the hardware work" — it is "does the cluster deliver the AI performance you are paying for?" ClusterReady answers that question before a cluster goes live, surfacing hidden hardware and interconnect issues that traditional manufacturing tests routinely miss, and reporting a verified tokens/sec baseline that customers can rely on at handover.

Built for the AI infrastructure ecosystem

XPerf is excited to work with OEMs, ODMs, rack-level integrators, and data center operators to accelerate deployment of high-performance AI infrastructure. The same validation engine that powers ClusterReady is also integrated into XPerf OpsPilot as the on-premise calibration source for autonomous cluster operations.

Meet us at NVIDIA GTC

XPerf will be at NVIDIA GTC. To set up a conversation, message Alex Carter, PhD at alex.carter@xperf.ai.

About XPerf

XPerf is the AI-native control plane for heterogeneous data centers. From rack validation to autonomous cluster operations, XPerf turns idle GPU capital into revenue and prevents downtime costs. The platform supports AMD Instinct and NVIDIA accelerators across InfiniBand, NVLink, and RoCE fabrics, and runs fully on-premise.

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