GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
The 2026 Self-Hosting GPU Map – 12 Cards, £79-£899, and Which to Pick
The 2026 GPU lineup spans £79 to £899/month across NVIDIA, AMD and Intel. This is the map - matching each price tier to the workload it actually serves.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
AMD RDNA4 for Inference – The RX 9070 XT and the Consumer-AMD Comeback
AMD's RDNA4 consumer card, the RX 9070 XT, lands at £149/month with 16GB. With ROCm finally mature, is consumer AMD…
FP4 Arrives – How Low-Precision Inference Reshapes VRAM Budgets in 2026
2026 is the year FP4 inference goes mainstream. We explain what 4-bit floating point does to your VRAM budget, which…
Intel Arc Pro B60 – 24GB AI Inference Under £130/mo
Intel's Arc Pro B60 brings 24GB of VRAM to dedicated hosting at £129/month - undercutting the RTX 3090 on price.…
Open-Weight Reasoning Models Go Mainstream – What You Can Self-Host in 2026
Reasoning models that "think before answering" used to be closed-API only. In 2026 strong open-weight reasoning models are self-hostable. We…
32GB for £199/mo – The Radeon AI Pro R9700 Lands for Self-Hosters
AMD's Radeon AI Pro R9700 puts 32GB of VRAM on a single card at £199/month. We look at what that…
RTX 6000 PRO (96GB) – The Single-Card Route to Self-Hosting 70B-120B Models
The RTX 6000 PRO puts 96GB of VRAM on one Blackwell card. We look at when a single big card…
128GB for £299/mo – The Ryzen AI MAX+ 395 and the Unified-Memory Moment
The Ryzen AI MAX+ 395 brings 128GB of unified memory to self-hosting at £299/month. We cover what huge memory at…
The 2026 Inflection – When Self-Hosting Beats the API on Cost
Falling GPU hosting prices and rising token volumes have moved the break-even point. In 2026, self-hosting beats per-token APIs at…
The Inference-Engine Race in 2026 – More Tokens From the Same GPU
The fastest free upgrade in self-hosting isn't new hardware - it's the inference engine. We cover the 2026 advances (continuous…
Browse by Category
Find exactly what you need — from GPU benchmarks to deployment tutorials.
AI Hosting & Infrastructure
AI Hosting & Infrastructure
Browse ArticlesAlternatives
Browse articles in Alternatives
Browse ArticlesBenchmarks
Browse articles in Benchmarks
Browse ArticlesCost & Pricing
Browse articles in Cost & Pricing
Browse ArticlesGPU Comparisons
Browse articles in GPU Comparisons
Browse ArticlesGPU Guides
Browse articles in GPU Guides
Browse ArticlesLLM Hosting
Browse articles in LLM Hosting
Browse ArticlesModel Guides
Browse articles in Model Guides
Browse ArticlesNews & Trends
News & Trends
Browse ArticlesTutorials
Browse articles in Tutorials
Browse ArticlesUse Cases
Browse articles in Use Cases
Browse ArticlesReady to deploy your AI workload?
Dedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.
65 Victory Avenue
PE7 1XU, England
GPUAIR © All Rights Reserved.