Articles tagged with “ai-hardware”

Nvidia paid $20B for Groq's assets (2.9x its $6.9B valuation). Analysis of the deal structure, LPU technology, and antitrust implications.

Learn about the NVIDIA GB200 supply chain. We analyze the massive global ecosystem of hundreds of suppliers required, from TSMC's silicon to HBM3e and CoWoS pac

Learn about DDR6, the next-gen memory standard. We explain its 17,600 MT/s speeds, new 4x24-bit channel architecture, and how it compares to DDR5 for AI & HPC.

A technical analysis of Google TPU architecture, from v1 to v7. Learn how this custom AI accelerator powers Gemini 3 with superior performance and efficiency vs

NVIDIA H100 costs $27K-$40K per GPU, H200 DGX systems ~$400K-$500K. Compare purchase vs. cloud rental costs with full pricing breakdown.

NVIDIA H100 GPU rental rates from $1.49/hr (Vast.ai) to $6.98/hr (Azure). Compare AWS, GCP, Lambda, RunPod, CoreWeave and more.

A comprehensive review of the NVIDIA DGX Spark. Explore its specs, performance benchmarks, price, and the consensus on its value for local AI development vs alt

An in-depth 2025 analysis of AI accelerators from Cerebras, SambaNova, and Groq. Compare their unique chip architectures, funding, and performance for AI worklo

Learn about NVIDIA NVLink, a high-speed GPU interconnect designed to overcome PCIe bottlenecks. This guide explains its architecture, bandwidth, and impact on A

An educational guide to enterprise LLM inference hardware. Compare NVIDIA & AMD GPUs with specialized AI accelerators for running powerful LLMs on-premises.

Analysis of the $90B OpenAI-AMD strategic partnership for 6GW of MI450 GPUs, including stock warrants, MI450 specs (CDNA 5, 2nm, HBM4), and OpenAI's 33GW multi-vendor compute strategy