GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
UK AI Regulation Update: April 2026
A practical summary of UK AI regulation as of April 2026. Covers the AI Safety Institute, UK GDPR requirements for AI processing, data residency considerations, and compliance guidance for self-hosted…
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Open Source AI Licensing Guide 2026 (Updated April 2026)
A practical guide to open-source AI model licenses in 2026. Covers MIT, Apache 2.0, Meta Community License, FLUX licenses, and…
AMD GPU for AI in 2026: ROCm Status Update (Updated April 2026)
An honest assessment of AMD GPUs for AI workloads in April 2026. Covers ROCm compatibility, MI300X performance, software ecosystem maturity,…
NVIDIA GPU Roadmap 2026: What’s Coming for AI (Updated April 2026)
A breakdown of NVIDIA's 2026 GPU roadmap for AI workloads. Covers Blackwell availability, RTX 5090 real-world performance, upcoming data centre…
Self-Hosted AI State of the Market: April 2026
A market analysis of the self-hosted AI landscape in April 2026. Covers adoption trends, model quality improvements, infrastructure shifts, and…
AI Inference Cost Trends 2026: What’s Changed (Updated April 2026)
An analysis of AI inference cost trends through early 2026. Covers API price drops, GPU hosting cost changes, the impact…
LLM Benchmark Rankings: April 2026 Update
Updated April 2026 LLM benchmark rankings comparing open-source and commercial models across MMLU, HumanEval, GSM8K, and MT-Bench. Includes GPU throughput…
GPU Hosting Price Comparison: April 2026 Update
An updated April 2026 price comparison of GPU hosting providers. Covers GigaGPU, RunPod, Lambda Labs, CoreWeave, and Vast.ai with pricing…
Best Vector Databases in 2026 (Updated April 2026)
A hands-on comparison of the best vector databases available in 2026 for RAG pipelines, semantic search, and AI applications. Covers…
Mistral Large Performance Report: April 2026
Detailed performance report for Mistral Large 2 on dedicated GPU hardware. Covers throughput, VRAM requirements, multilingual performance, and deployment recommendations…
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