Dell Shares AI Advances and New Metrics to Evaluate Infrastructure

Dell introduced new AI infrastructure metrics, including time to token and cost per token, to help enterprises judge real-world AI performance.

The company said 5,000 customers are using Dell AI Factory with NVIDIA, underscoring growing demand for production AI deployments.

Dell also launched a data orchestration engine in its AI Data Platform, promising faster indexing, querying, and token response times.

A new GPU-accelerated SQL analytics offering with Starburst expands Dell’s push to make AI and data pipelines faster at scale.

NVIDIA’s Jensen Huang and OpenAI’s Greg Brockman reinforced the industry shift toward token-based metrics and agentic AI workloads.