Decision pages

Workload Placement Breakdowns

Approved pages for deciding where workloads should run.

GPU Cloud Pricing Checklist: What the Hourly Rate Leaves Outcost_breakdown

A checklist for comparing GPU cloud quotes beyond the hourly GPU price, including storage, bandwidth, idle time, availability, and ops.

A100 vs H100: When the Cheaper GPU Is the Better Placementdecision

A practical decision page for choosing A100 or H100 based on workload shape, memory, throughput, price, and availability.

RunPod vs Lambda vs Vast.ai: Which GPU Cloud Fits Your Workload?comparison

Compare RunPod, Lambda, and Vast.ai by workload shape, reliability needs, pricing model, and operational tolerance.

H100 On-Demand vs Reserved Capacity vs Spot: Which Should You Use?decision

A decision page for choosing between on-demand H100, reserved GPU capacity, and spot or marketplace GPUs.

AWS vs Specialized GPU Cloud for H100 Inferencecomparison

A practical decision page for comparing AWS H100 capacity against specialized GPU clouds for inference workloads.

How to Systematically Compare Cloud GPU Prices Across 20+ Providerscomparison

The real approach to comparing GPU prices on AWS, Google, Oracle, and 20+ providers—when spot/on-demand, regions, and volatility can drive 2x–8x price swings monthly. Shortcuts, tradeoffs, and decision tools.