subcluster
Egress
3 articles
Articles
May 11, 2026
Egress Fees: The Hidden Cost of GPU Cloud Infrastructure
You provisioned an H100 cluster based on the hourly rate. Then the invoice arrived, and data transfer charges had overtaken your compute estimate. Here is how to model the true cost of AI infrastructure.
February 23, 2026
Egress Fees GPU Cloud Comparison: The Hidden Cost of AI
For AI teams, the sticker price of a GPU hour is often a distraction from the true cost of operations. Egress fees can add thousands of dollars to a single month of moving massive datasets or model weights between providers, creating a financial moat that stifles multi-cloud flexibility.
February 23, 2026
The Engineer's Guide to GPU Clouds with No Egress Fees
Egress fees are a quiet line item on an AI project's budget, and they create a financial barrier to data mobility. For ML teams moving terabytes of checkpoints and datasets, choosing a GPU cloud with no egress fees is a strategic necessity for maintaining cost-efficiency and operational flexibility.