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GPU Hosting & AI Engineering Blog

Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.

Latest Articles

Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.

AI Hosting & Infrastructure Apr 2026

GPU Server for 1000 Concurrent LLM chatbot Users: Sizing Guide

How to size a GPU server for 1000 concurrent llm chatbot users. VRAM requirements, recommended GPUs, and scaling guidance for…

AI Hosting & Infrastructure Apr 2026

GPU Server for 500 Concurrent LLM chatbot Users: Sizing Guide

How to size a GPU server for 500 concurrent llm chatbot users. VRAM requirements, recommended GPUs, and scaling guidance for…

AI Hosting & Infrastructure Apr 2026

GPU Server for 250 Concurrent LLM chatbot Users: Sizing Guide

How to size a GPU server for 250 concurrent llm chatbot users. VRAM requirements, recommended GPUs, and scaling guidance for…

AI Hosting & Infrastructure Apr 2026

GPU Server for 100 Concurrent LLM chatbot Users: Sizing Guide

How to size a GPU server for 100 concurrent llm chatbot users. VRAM requirements, recommended GPUs, and scaling guidance for…

Cost & Pricing Apr 2026

LLM Chatbot Hosting: Cost at 500K Messages/Month

Cost comparison for running llm chatbot hosting at 500K messages/month. Self-hosted GPU vs API provider pricing breakdown.

Cost & Pricing Apr 2026

LLM Chatbot Hosting: Cost at 100K Messages/Month

Cost comparison for running llm chatbot hosting at 100K messages/month. Self-hosted GPU vs API provider pricing breakdown.

AI Hosting & Infrastructure Apr 2026

GPU Server for 250 Concurrent Voice agent Users: Sizing Guide

How to size a GPU server for 250 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for…

Cost & Pricing Apr 2026

DeepSeek 7B on RTX 4060: Monthly Cost & Token Output

How much does it cost to run DeepSeek 7B on an RTX 4060 per month? Full cost breakdown, token throughput,…

AI Hosting & Infrastructure Apr 2026

GPU Server for 100 Concurrent Voice agent Users: Sizing Guide

How to size a GPU server for 100 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for…

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