GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Best OpenAI API Alternatives (Lower Cost + No Rate Limits)
OpenAI API costs spiralling? Discover the best OpenAI API alternatives with lower per-token costs, no rate limits, and full data privacy through self-hosted open-source LLMs.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Best Replicate Alternatives for AI Inference
Replicate's per-second billing draining your budget? Explore the best Replicate alternatives for AI inference, from dedicated GPU servers to self-hosted…
Top Together.ai Alternatives for LLM Hosting
Looking for Together.ai alternatives with more control, lower costs, or dedicated infrastructure? Compare the top options for self-hosted and managed…
Serverless GPU vs Dedicated GPU: Which Saves More?
Serverless GPU or dedicated GPU for your AI workloads? Compare the real costs, hidden fees, and performance trade-offs to find…
Best RunPod Alternatives (Cheaper + Dedicated Options)
RunPod too expensive or unreliable? Compare the best RunPod alternatives for AI workloads, including dedicated GPU servers that offer lower…
Best GPU for TTS and Voice AI (Coqui, Bark, Kokoro)
Benchmark latency, real-time factor, and cost for Coqui XTTS, Bark, and Kokoro TTS across 6 GPUs. Find the best GPU…
AMD vs NVIDIA for AI Inference: 2025 GPU Comparison
A practical comparison of AMD and NVIDIA GPUs for AI inference in 2025. We cover LLM throughput, software ecosystem maturity,…
Best GPU for Fine-Tuning LLMs (LoRA + Full Training)
Benchmark VRAM usage, training speed, and cost for LoRA and full fine-tuning across 6 GPUs. Find the best GPU for…
RTX 5080 vs RTX 3090 for AI: New Gen vs 24GB VRAM
The RTX 5080 brings Blackwell architecture but only 16 GB VRAM. The RTX 3090 is two generations old but has…
Best GPU for YOLOv8 (FPS + Cost Efficiency)
FPS benchmarks for YOLOv8 across 7 GPUs at multiple resolutions. Find the best GPU for real-time object detection, video analytics,…
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.