RunPod vs Vast.ai in 2026: Cheapest GPUs vs Managed Experience
RunPod vs Vast.ai compared on 2026 GPU pricing, marketplace risk, reliability, security, and which workloads fit each platform.
Performance
Best Services for Deploying Fine-Tuned Open-Source Models with LoRA
Compare managed platforms, hosted GPU options, and dedicated-control paths for deploying fine-tuned open-source models with LoRA.
LLM Training Hardware for 100B+ Parameters: Cluster Sizing, Buy-vs-Rent Decisions, and When to Stop at Experimentation
Plan llm training hardware 100b+ parameters with cluster tiers, buy-vs-rent checkpoints, and GPU infrastructure guidance.
Text Embedding Inference in Production: When to Use a Dedicated Serving Stack
Use this text embedding inference guide to choose managed APIs, batch jobs, TEI-style serving, GPU Pods, or serverless paths.
H100 vs A100 for AI Training: Which GPU Is Actually Worth It?
Compare H100 vs A100 for AI training by memory, speed, software support, and cost per completed run. Choose the right GPU tier.