PRE-PURCHASE INFRASTRUCTURE BENCHMARKING STRATEGIC ADVISORY
Tailored performance insights to guide your hardware investments confidently.
Our Services
Tailored benchmarking to match your hardware and workload needs precisely.




STRATEGIC ADVISORY
PRE-PURCHASE INFRASTRUCTURE BENCHMARKING
IT Services Portfolio
Independent pre-purchase performance benchmarking
Rigorous, vendor-neutral testing of candidate HPC infrastructures (AMD Instinct, NVIDIA H100/B200, Intel Xeon/ Gaudi, ARM-based, FPGA accelerators) using your real workloads to validate vendor claims before investment.
Total Cost of Ownership (TCO) & ROI forecasting
Detailed 3–5 year TCO modeling (acquisition, energy, cooling, maintenance, personnel) combined with performance projections to deliver clear ROI scenarios and break-even analysis.
Energy efficiency & sustainability scoring
Power usage effectiveness (PUE), energy-to-solution (E/S) metrics, and carbon footprint evaluation to align infrastructure choices with ESG goals and future energy regulations.
Scalability & future-proofing advisory
Strong/weak scaling analysis, node count projections, and technology roadmap assessment to ensure the selected infrastructure remains performant and cost-effective over its full lifecycle (3–7 years).
Risk mitigation & procurement support
Identification of hidden risks (thermal throttling, interconnect bottlenecks, software stack compatibility) + drafting of performance-based acceptance criteria and SLAs for RFP/tender documents.
Executive decision package
Tailored C-level presentation with side-by-side benchmark results, TCO/ROI visuals, sustainability scores, risk heatmap, and clear go/no-go recommendation to accelerate board-level approval.
Contact
Expert HPC consulting tailored to your needs
telePhone
contact@dml-hpc.com
+33 672 993 615
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address
paris, FRANCE
