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Refurbished Data Center GPUs: Are They Reliable and How to Test Them

Are used A100, H100 and L40S GPUs reliable? Risks of refurbished data center GPUs, which models make sense in 2026,...
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Refurbished Data Center GPUs: Are They Reliable and How to Test Them

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Best GPU for LLM Inference Servers in 2026: VRAM, Throughput and Cost per Token

Which GPU should power your LLM inference server in 2026? B200, H200,...
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8-GPU H100 Server Cost in 2026: DGX vs HGX and 3-Year TCO

An HGX H100 8-GPU server costs $480,000 and DGX H100 $832,000. See...
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8-GPU H100 Server Cost in 2026: DGX vs HGX and 3-Year TCO

An HGX H100 8-GPU server costs $480,000 and DGX H100 $832,000. See...
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NVIDIA H100, H200 & B200 Price in 2026: PCIe, NVL and SXM Compared

Current NVIDIA H100, H200 and B200 prices by form factor: H100 PCIe...
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Why an 8-GPU HGX H100 is overkill for most SMBs, and how...
Technician inspecting a refurbished data center GPU

Refurbished Data Center GPUs: Are They Reliable and How to Test Them

Are used A100, H100 and L40S GPUs reliable? Risks of refurbished data...
GPU memory requirements for large language models on an AI server

How Much GPU Memory Do LLMs Need? Training vs Inference Explained

How much VRAM you need to run or train an LLM: formulas...
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vLLM vs Ollama vs llama.cpp: Choosing an Inference Engine for Your GPU Server

vLLM, Ollama and llama.cpp compared for production LLM serving: concurrency, throughput, quantisation,...
8-GPU AI server for LLM inference in a Dubai data center

Best GPU for LLM Inference Servers in 2026: VRAM, Throughput and Cost per Token

Which GPU should power your LLM inference server in 2026? B200, H200,...
8-GPU H100 server cost and total cost of ownership in a data center

8-GPU H100 Server Cost in 2026: DGX vs HGX and 3-Year TCO

An HGX H100 8-GPU server costs $480,000 and DGX H100 $832,000. See...