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The Internet's Cheapest GPU Marketplace
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Expert guides, comparisons, and insights on GPU cloud pricing and AI infrastructure
Ultimate Guide to Renting GPUs for AI Development in 2025
Learn how to rent GPUs for AI and ML training in 2025. Compare H100, A100, and RTX 4090 pricing across AWS, Lambda Labs, RunPod, and Vast.ai. Expert guide to choosing providers, optimizing costs, and avoiding common pitfalls.
H100 vs H200: Is the H200 Worth the Premium for LLM Training?
H100 vs H200 GPU comparison for LLM training. Compare specs (141GB vs 80GB VRAM, 4.8 vs 3.35 TB/s bandwidth), real-world benchmarks, pricing ($1.87-7/hr vs $2-8/hr), and ROI analysis. When is H200 worth the 30-50% premium?
How to Reduce AI Compute Costs by 80%: Enterprise Guide
Cut AI infrastructure costs by 70-80% with proven strategies: provider arbitrage, GPU right-sizing, spot instances, and auto-shutdown policies. Real case studies show teams reducing monthly GPU bills from $47K to $9K. Actionable 3-month roadmap included.
Best GPUs for Large Language Model Training in 2025
Choose the best GPU for LLM training by model size: RTX 4090 for 7-13B models ($0.25-0.80/hr), A100 80GB for 30-70B models, H100 for 175B+ models. Includes VRAM requirements for LoRA, QLoRA, and full fine-tuning with cost comparisons.
Cloud GPU Pricing Explained: Understanding Cost Structures
Understand cloud GPU pricing: on-demand, reserved (40-60% savings), and spot pricing (50-90% off). Uncover hidden costs like egress fees ($0.08-0.12/GB) and storage that can triple your bill. Real cost examples comparing AWS, RunPod, and Vast.ai.