GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Self-Hosted Whisper vs OpenAI Whisper API: Cost Comparison
Self-hosted Whisper on dedicated GPU vs OpenAI's Whisper API — cost comparison for audio transcription at 100 to 100,000 hours per month with break-even analysis.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Self-Hosted Stable Diffusion vs DALL-E API: Cost Comparison
Stable Diffusion on dedicated GPU vs OpenAI DALL-E API — cost comparison for image generation at 1,000 to 1,000,000 images…
Whisper Benchmarks: Speed & Accuracy on GigaGPU
OpenAI Whisper real-time factor and WER across Large-v3, Medium, and Small variants.
SDXL VRAM Requirements (Base, Refiner, Turbo)
Exact VRAM needs for Stable Diffusion XL variants at different resolutions and batch sizes.
RTX 3090 vs RTX 5090 for AI: Full Comparison
A head-to-head benchmark of the RTX 3090 (24GB Ampere) and RTX 5090 (32GB Blackwell) for AI inference, training, and image…
Qwen Benchmarks: Performance on GigaGPU Servers
Qwen 2.5 throughput benchmarks for 7B and 72B variants on every GPU we offer.
Phi-3 VRAM Requirements (Mini, Small, Medium, 3.5)
Complete VRAM breakdown for every Phi-3 variant at FP16, INT8, and INT4 — with GPU recommendations for each model size.
Phi-3 Benchmarks: Performance on GigaGPU Servers
Phi-3 Mini, Small, and Medium performance data across our GPU tiers.
PaddleOCR VRAM Requirements
VRAM needs for PaddleOCR's pipeline components.
Mixtral VRAM Requirements (8x7B, 8x22B)
VRAM requirements for Mixtral's MoE models at every precision — and which GigaGPU servers can actually run them.
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