From Cost Per Token to Value Per Token

Building an economic foundation that delivers more predictable AI infrastructure costs is essential for sustained enterprise AI operations; however, the challenge is converting that cost efficiency into valuable, predictable business outcomes.
Benchmarking Intel Xeon 6 for Agentic AI Workloads

An independent Terminal Bench 2 evaluation of AWS m8i (Intel Xeon 6), m7i (4th Gen Intel Xeon Scalable), and m8a (5th Gen AMD EPYC)
Scaling Agentic AI with Arm AGI CPU

The AGI CPU is Arm’s first production silicon, purpose-built for agentic AI, combining high-performance Neoverse V3 cores, substantial memory bandwidth per core and high-speed I/O with rack-level density.
CoreWeave Delivers Higher Throughput and Lower Cost per Token on NVIDIA Blackwell

Pricing for AI cloud services varies significantly between traditional hyperscaler clouds and specialized, AI-optimized clouds such as CoreWeave,
Validating NVIDIA Vera on agentic CPU workloads

In this test we assigned one sandbox to each physical core and kept every core busy, so the comparison is task completion time under full load.
Trusted Answers at Enterprise Scale

Enterprise AI has moved from pilots to production workflows, where its most common job is answering questions from the organization’s own documents: contracts, policies, operational reports, and records.
The Economics of Agentic AI: Cost Advantages of Dell AI Factory with NVIDIA

This report evaluates the economics of running agentic AI workloads on premises with the Dell AI Factory with NVIDIA compared to open-weight and leading frontier cloud hosted models.
Unmetered Intelligence

How Windows is building the operating system for the Agentic Era, designed around how people and enterprises use AI.
Measuring Modern AI Laptops: Real Productivity and Battery Life for the Road Warrior

Modern AMD Ryzen AI laptops run AI models directly on the same silicon that powers everyday productivity, so the work does not wait on a cloud round-trip or a reliable connection.
Snapdragon X2 Elite Extreme Performance

In our testing of shipping retail systems, the Snapdragon X2 Elite Extreme produced the fastest CPU and AI results we have measured in the premium thin and light segment.