News & Trends
News & Trends
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.
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…
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