GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
GPU Server for 50 Concurrent Voice agent Users: Sizing Guide
How to size a GPU server for 50 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for real-time STT + TTS pipeline.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
GPU Server for 25 Concurrent Voice agent Users: Sizing Guide
How to size a GPU server for 25 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 10 Concurrent Voice agent Users: Sizing Guide
How to size a GPU server for 10 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 5 Concurrent Voice agent Users: Sizing Guide
How to size a GPU server for 5 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 500 Concurrent Image generation Users: Sizing Guide
How to size a GPU server for 500 concurrent image generation users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 250 Concurrent Image generation Users: Sizing Guide
How to size a GPU server for 250 concurrent image generation users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 100 Concurrent Image generation Users: Sizing Guide
How to size a GPU server for 100 concurrent image generation users. VRAM requirements, recommended GPUs, and scaling guidance for…
LLM Chatbot Hosting: Cost at 5M Messages/Month
Cost comparison for running llm chatbot hosting at 5M messages/month. Self-hosted GPU vs API provider pricing breakdown.
LLM Chatbot Hosting: Cost at 1M Messages/Month
Cost comparison for running llm chatbot hosting at 1M messages/month. Self-hosted GPU vs API provider pricing breakdown.
Embedding Generation: Cost at 1B Tokens/Month
Cost comparison for running embedding generation at 1B tokens/month. Self-hosted GPU vs API provider pricing breakdown.
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