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Expert articles on AI accelerators, architecture comparisons, and deployment guides

AMD Instinct MI350X vs. MI355X: Key Differences, Specs, and TCO Analysis

AMD Instinct MI350X vs MI355X compared: identical CDNA 4 silicon and 288GB HBM3e, but 1,000W air cooling vs 1,400W liquid cooling changes performance, infrastructure and TCO.

2026-10-079 min read

Architecture

AMD Instinct MI350X GPU: Specs, CDNA 4 & AI Performance

A deep dive into the AMD Instinct MI350X: CDNA 4 architecture, 288 GB HBM3e memory, 8 TB/s bandwidth, native MXFP4 support and ROCm 7.0 for AI training and HPC workloads.

2026-09-2110 min read

Architecture

NVIDIA Grace Blackwell Superchip (GB200): Architecture, Specs & Use Cases

A technical look at the NVIDIA GB200 Grace Blackwell Superchip: Transformer Engine, confidential computing, NVLink, and decompression engine. Sourced by Servchip.

2026-09-168 min read

Architecture

NVIDIA B300 Tensor Core GPU: Next-Gen AI Performance

Explore the NVIDIA B300 Tensor Core GPU built on the Blackwell Ultra architecture. Discover specs, benchmarks, and how it transforms AI workloads.

2026-09-1415 min read

Guides

Best AI Companies in the UAE: 2026 Buyer's Guide

Compare the UAE's top AI companies for 2026 - from sovereign-scale leaders like G42 and Core42 to fast-growing startups like Derq and Nybl - with a practical, sourced buyer's guide.

2026-09-0118 min read

Guides

GPU Server Procurement UAE: A Complete Buyer's Guide

Buying GPU servers in the UAE? A practical guide to export compliance, OEM selection, configuration, logistics, and financing for enterprise AI infrastructure.

2026-08-0813 min read

Comparison

NVIDIA H100 vs AMD MI300X: Which AI GPU Should You Choose in 2026?

NVIDIA H100 vs AMD MI300X compared on memory, bandwidth, FP16 compute, software ecosystem and price. A neutral spec and use-case comparison to help you choose the right AI accelerator.

2026-08-0815 min read

Comparison

ROCm vs CUDA: AMD vs NVIDIA AI Stack Compared (2026)

ROCm vs CUDA in 2026: real benchmarks, cloud pricing, framework compatibility, and a step-by-step migration guide to help you choose the right AI stack.

2026-07-2820 min read

Guides

How Many GPUs Do You Need for LLM Training? Complete Calculator (2026)

Calculate exactly how many GPUs you need for LLM training. Free interactive GPU calculator, VRAM formulas, real-world examples for 7B to 175B models, and hardware recommendations for any budget.

2026-07-2515 min read

Guides

GPU Total Cost of Ownership: Cloud vs On-Premise Cost Analysis 2026

A full GPU Total Cost of Ownership analysis comparing cloud vs on-premise infrastructure. CAPEX, OPEX, performance, security, and real-world cost examples for AI teams in 2026.

2026-07-2516 min read

Guides

GPU Buying Guide 2026: How to Choose the Right AI Accelerator

Buying a GPU for AI in 2026 isn't as simple as picking the card with the biggest number on the box. This guide breaks down exactly how to think about the decision so you don't overspend or under-buy.

2026-07-2318 min read

Case Studies

AI Chip Market Trends 2026: NVIDIA, AMD, Intel, and Beyond

AI chip market trends 2026: NVIDIA, AMD, and Intel stock moves, semiconductor market forecasts, and what's next for the industry through 2030.

2026-04-2018 min read