Nvidia's $20B Groq Acquisition: Why It Paid 2.9x Valuation for LPU Tech
Nvidia paid $20B for Groq's assets (2.9x its $6.9B valuation). Analysis of the deal structure, LPU technology, and antitrust implications.
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Articles tagged with “ai-hardware”
NVIDIA GB200 Supply Chain: The Global Ecosystem Explained
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
DDR6 Explained: Speeds, Architecture, & Release Date
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.
Google TPUs Explained: Architecture & Performance for Gemini 3
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 AI GPU Prices: H100 ($27K-$40K) & H200 ($315K/8-GPU) Cost Guide
NVIDIA H100 costs $27K-$40K per GPU, H200 DGX systems ~$400K-$500K. Compare purchase vs. cloud rental costs with full pricing breakdown.
H100 Rental Prices Compared: $1.49-$6.98/hr Across 15+ Cloud Providers (2026)
NVIDIA H100 GPU rental rates from $1.49/hr (Vast.ai) to $6.98/hr (Azure). Compare AWS, GCP, Lambda, RunPod, CoreWeave and more.
NVIDIA DGX Spark Review: Pros, Cons & Performance Benchmarks
A comprehensive review of the NVIDIA DGX Spark (updated March 2026). Explore its specs, 2.5x post-launch performance gains, $4,699 pricing, and how it compares to AMD Strix Halo and Apple M4 Ultra for local AI development
Cerebras vs SambaNova vs Groq: AI Chip Comparison (2025)
An in-depth 2025 analysis of AI accelerators from Cerebras, SambaNova, and Groq. Compare their unique chip architectures, funding, and performance for AI worklo
NVIDIA NVLink Explained: A Guide to the GPU Interconnect
Learn about NVIDIA NVLink, the high-speed GPU interconnect from NVLink 1.0 through NVLink 6.0 (Rubin). This guide covers architecture, bandwidth specs, NVSwitch, NVLink Fusion, and comparisons with AMD Infinity Fabric, CXL, and UALink.
LLM Inference Hardware: An Enterprise Guide to Key Players
An enterprise guide to LLM inference hardware in 2026. Compare NVIDIA Blackwell/Rubin, AMD MI350X, Cerebras, SambaNova SN50, and other AI accelerators for running powerful LLMs on-premises.
OpenAI-AMD AI Hardware Partnership: A Strategic Analysis
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