GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Free Tier to Production: AI Cost Roadmap
From $0 free tiers to $500+/month production GPU hosting — here's the exact cost progression as your AI project scales from prototype to production.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
UK vs US vs EU GPU Hosting Cost
GPU hosting prices vary by 15-40% across UK, US, and EU providers. We compare pricing, latency, data sovereignty, and total…
AI Budget Template: Plan GPU Spend
Plan your AI infrastructure budget with our comprehensive template. Covers GPU hosting, storage, bandwidth, engineer time, and scaling projections across…
Hidden Costs of Self-Hosted AI: Complete List
GPU rental is just the visible cost. Networking, storage, monitoring, engineer time, and security add 20-45% on top. Here's every…
GPU Electricity Cost: Power Analysis
A single H100 draws 700W under load — costing $75-$120/month in electricity alone. We break down power consumption, cooling overhead,…
Cost to Run AI for Enterprise (1000+)
Enterprise AI spend at 1,000+ employees exceeds $150,000/month on APIs and SaaS. A self-hosted GPU cluster strategy cuts this to…
Cost to Run AI for 100 Employees
AI tooling for a 100-person company costs $8,000-$25,000/month on APIs. Self-hosted infrastructure with dedicated GPUs brings that to $2,500-$5,000. Full…
Cost to Run AI for a 10-Person Startup
A 10-person startup spends $800-$3,500/month on AI tools and APIs. We break down every line item and show how self-hosting…
Best Code Generation Models in 2026 (Updated April 2026)
A ranked guide to the best open-source code generation models in 2026. Covers DeepSeek-Coder V2, CodeLlama 70B, StarCoder 2, Qwen2.5-Coder,…
Best GPUs for AI in April 2026 (Updated April 2026)
The definitive ranking of the best GPUs for AI inference and training as of April 2026. Covers NVIDIA RTX 5090,…
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