GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
DeepSeek V3 Performance Report: April 2026
Detailed performance report for DeepSeek V3 on dedicated GPU hardware. Covers throughput benchmarks, VRAM requirements, quantisation impact, and deployment recommendations as of April 2026.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
AI Infrastructure Planning for 2026 (Updated April 2026)
A strategic guide to planning AI infrastructure in 2026. Covers capacity planning, GPU selection, scaling strategies, and budgeting for self-hosted…
GPU Server Hosting: Complete Buyer’s Guide 2026 (Updated April 2026)
A comprehensive buyer's guide to GPU server hosting in 2026. Covers provider selection, hardware options, pricing models, SLAs, and what…
OCR Speed Benchmark Update: April 2026
Updated April 2026 OCR speed benchmarks for self-hosted models across GPUs. Covers PaddleOCR, Surya, GOT-OCR 2.0, and DocTR with pages-per-minute…
TTS Latency Benchmark Update: April 2026
Updated April 2026 TTS latency benchmarks for self-hosted text-to-speech models across GPUs. Covers F5-TTS, XTTS v2, StyleTTS 2, and Piper…
Image Generation Benchmark Update: April 2026
Updated April 2026 benchmarks for AI image generation models across GPUs. Covers FLUX.1, Stable Diffusion 3.5, and SDXL generation speed,…
RAG Benchmark Update: April 2026
Updated April 2026 RAG pipeline benchmarks measuring end-to-end retrieval and generation performance across GPUs. Covers embedding speed, retrieval latency, and…
Token/sec Benchmark Update: April 2026
Updated April 2026 tokens-per-second benchmarks for open-source LLMs across NVIDIA GPUs. Covers LLaMA 3.1, DeepSeek V3, Qwen 2.5, and Mistral…
Best Open Source LLMs in April 2026 (Updated April 2026)
A ranked guide to the best open-source large language models available in April 2026. Covers LLaMA 3.1, DeepSeek V3, Mistral…
AI Hardware Buying Guide: April 2026 (Updated April 2026)
A complete hardware buying guide for AI deployments in April 2026. Covers GPU selection, CPU, RAM, storage, and networking requirements…
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