GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Best GPU for AI Agents (AutoGen, CrewAI, LangGraph)
Benchmark tok/s and agent loop latency across 6 GPUs for AI agent frameworks including AutoGen, CrewAI, and LangGraph. Find the best dedicated GPU server for multi-step agent workloads.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Best GPU for LlamaIndex Workloads
Benchmark tok/s, indexing throughput, and query latency across 6 GPUs for LlamaIndex pipelines. Find the best dedicated GPU for building…
Coqui TTS Latency by GPU (Full Benchmark)
Full latency and real-time factor benchmarks for Coqui XTTS-v2 across 6 GPUs. Compare TTS generation speed, cost per audio hour,…
Best GPU for LangChain Applications
Benchmarked tok/s and chain latency across 6 GPUs for LangChain applications. Find the best dedicated GPU server for running LangChain…
Stable Diffusion Images/sec by GPU (Full Benchmark)
Full images/sec benchmarks for Stable Diffusion 1.5, SDXL, and Flux.1 across 6 GPUs. Compare generation speed, cost per image, and…
Mistral 7B Tokens/sec by GPU (Full Benchmark)
Full tokens/sec benchmarks for Mistral 7B across 6 GPUs at multiple batch sizes, precisions, and inference engines. Compare throughput, latency,…
DeepSeek Tokens/sec by GPU (Full Benchmark)
Full tokens/sec benchmarks for DeepSeek-R1 8B and DeepSeek-V2 across 6 GPUs. Compare throughput, latency, quantisation impact, and cost per million…
LLaMA 3 8B Tokens/sec by GPU (Full Benchmark)
Full tokens/sec benchmarks for LLaMA 3 8B across 6 GPUs at multiple batch sizes, precisions, and inference engines. Compare throughput,…
PyTorch vs TensorFlow for AI Inference in 2025
Compare PyTorch and TensorFlow for AI inference on dedicated GPU servers. Benchmark speed, model ecosystem, deployment tools, and GPU utilisation…
ComfyUI vs Automatic1111: Stable Diffusion UI Comparison
Compare ComfyUI and Automatic1111 (AUTOMATIC1111) for Stable Diffusion workflows. Benchmark speed, GPU requirements, and features to choose the best UI…
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.