Hourly Rates
4 articles
Articles
11 March 2026
NVIDIA B200 GPU Cloud Pricing 2026: True Costs & Architecture
The NVIDIA B200 delivers 180GB of HBM3e per GPU as shipped in the HGX and DGX B200, plus native FP4 support, fundamentally changing AI compute economics. But with cluster utilization chronically low across the industry, raw hourly pricing tells only a fraction of the story.
23 February 2026
Navigating the AWS GPU Price Increase in 2026
As AWS adjusts its EC2 pricing for high-performance GPU instances in 2026, AI teams face a critical choice between absorbing massive overhead or optimizing their stack. Understanding the drivers behind these increases is essential for maintaining sustainable ML development and deployment cycles.
23 February 2026
AWS P5 H100 Pricing Per Hour 2026: A Technical Cost Analysis
As we move into 2026, the cost of NVIDIA H100 compute on AWS remains a critical line item for AI teams. Understanding the shift from on-demand premiums to workload-aware orchestration is essential for maintaining competitive margins in model training.
9 January 2026
The Cost Per Training Run Calculator: A Guide for ML Engineers
Most AI teams realize their cloud bill is unsustainable only after the training run finishes. We break down the physics of compute costs and why Model Flops Utilization (MFU) is the only metric that actually matters for your bottom line.