This tool — to accompany the Uptime report "The problem with energy per token" — explores how energy and carbon per token vary depending on throughput, utilization, power consumption and grid carbon intensity, even when using the same hardware.
The cost of AI training depends on venue choice and infrastructure utilization. This costing tool — to accompany the Uptime report "Where to deploy AI training" — calculates workload infrastructure costs for colo, cloud and enterprise data centers.
The European Commission has published the draft Energy efficiency — rating scheme for data centres in Europe, proposing amendments to Delegated Regulation (EU) 2024/1364, with comments due by April 23, 2026.The proposed rating scheme introduces a…
The cost of AI training varies depending on underlying infrastructure and the training approach adopted. This web tool calculates training times and workload infrastructure costs based on configurable data center, infrastructure and model attributes.
The cost of AI inference varies widely depending on deployment model, utilization and hardware. This costing tool compares on-premises, colocation and managed AI platforms on a like-for-like basis.
Serverless container services enable rapid, per-second scalability, which is ideal for AI inference. However, inconsistent and opaque pricing metrics hinder comparisons. This pricing tool compares the cost of services across providers.
Join Uptime experts as they discuss and answer questions on grid demands and sustainability strategies while debating how to meet decarbonization goals. This is a member and subscriber-only event.
Uptime Institute provided three documents to the EU Commission and their consultants, Ernest and Young and Borderstep, in response to two surveys. The surveys are intended to gather data to facilitate the development of a data center labeling/rating…
As a quick reference, we have provided links below to all the research reports published by Uptime Intelligence in 2024, by month. Research areas focused on 1) power generation, distribution, energy storage; 2) data center management software; 3)…
Dr. Owen Rogers
Jay Dietrich
Max Smolaks
Jay Paidipati
Peter Judge
Douglas Donnellan