Blog

Which HPE ProLiant DL380 should you choose in 2026: the new Gen12, the balanced Gen11 or a cost-effective refurbished Gen10 Plus? This guide compares performance, expansion, ownership costs and common enterprise use cases. 🔍

Should you replace a reliable PowerEdge 16G with 17G? ⚙️ This guide compares performance, density, memory, GPU support, power efficiency, and hidden migration costs for new deployments and existing clusters.

Which Dell PowerEdge platform is right for a real AI workload? This guide explains the requirements of LLM inference, RAG and fine-tuning, compares R-series and XE servers, and highlights the infrastructure checks that prevent expensive GPU bottlenecks.

Should you choose the future-ready R770, the balanced R760 or the cost-effective R750 in 2026? This guide explains the platform differences, configuration limits and best use cases for each server. 🔍

🤖 Which GPU server delivers the capacity you need without overspending? See when RTX PRO 6000 is enough, when an HGX B200 or B300 platform becomes necessary, and where H100 or H200 can still offer better value.

A powerful GPU alone does not make RAG fast. See how retrieval, indexing, memory, storage and networking affect response time—and when to scale from one server to multiple nodes. ⚙️

🧠 A practical guide to sizing an LLM inference server—from model weights and KV cache to time to first token, active requests, multi-GPU setups and independent replicas.

AMD EPYC can consolidate more virtual machines onto fewer physical hosts, but the highest core count does not always deliver the best value. This guide compares VMware, Proxmox and Hyper-V and explains how to balance memory, NVMe storage, networking, resilience and migration planning.

A single socket is no longer a compromise. See when an AMD EPYC server is simpler and more cost-effective than a dual-socket Intel setup — and when Xeon still makes sense.