MI300X vs H200 vs RX 7900 XTX vs Tenstorrent n300s with vLLM
As large language models (LLMs) become a foundational part of modern applications, picking the right server for deployment is more…
Paiton FP8 Beats NVIDIA’s H200 on AMD’s MI300X
The world of AI is moving at an unprecedented pace, and efficient inference is key to deploying powerful models in real-world applications. At Eliovp, we've consistently pushed the boundaries of AI performance, as highlighted in our previous blogs showcasing significant inference speedups when benchmarking with fp16/bf16. Now, we're thrilled to announce a further significant leap forward: Paiton now achieves superior…
MI300X vs H200 vs RX 7900 XTX vs Tenstorrent n300s with vLLM
As large language models (LLMs) become a foundational part of modern applications, picking the right server for deployment is more important than ever. Whether you're an enterprise scaling up inference, a startup optimizing for cost, or a researcher pushing throughput boundaries. This blog compares two high-profile server setups and two not so high-profile setups which are usually not used as…
ClusterP&L: Empowering GPU Cluster Investors with Real-World Financial Insights
At Eliovp BV, we’ve spent years on the cutting edge of GPU cluster deployment and optimization across Europe. Our team supports leading organizations in AI, finance, and research, architecting, building, and scaling high-performance infrastructure. Over time, our customers, both newcomers and seasoned adopters, repeatedly asked the same question: “Can you help us build a P&L model for our GPU cluster…
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ClusterP&L: Empowering GPU Cluster Investors with Real-World Financial Insights
At Eliovp BV, we’ve spent years on the cutting edge of GPU cluster deployment and optimization across Europe. Our team…
Cranking Out Faster Tokens for Fewer Dollars: AMD MI300X vs. NVIDIA H200
Qwen3-32B on Paiton + AMD MI300x vs.NVIDIA H200 1. Introduction “While we’re actively training models for local customers, automating and…
Power Meets Precision: High-Density Modular Data Center for NVIDIA NVL Deployments (1–2 MW)
Purpose-Built High-Density Infrastructure for Blackwell-Class AI Workloads At Eliovp, we're engineering a new class of AI infrastructure. Our advanced modular…