Modern AI Infrastructure: Performance Landscape

Explore the typical performance characteristics (size, bandwidth, latency) of key components in modern Artificial Intelligence (AI) hardware stacks. Understanding these metrics is crucial for designing efficient AI systems. Interact with the charts and table below to compare different components.

Explore Components & Chart Settings

Select a component to highlight it. Use the scale type selector to change how Size and Bandwidth data are displayed. Latency chart always uses a logarithmic scale.

Typical Size (Log Scale)

Storage capacity. Note: Not all components have a 'size' (e.g., interconnects).

Typical Bandwidth (Log Scale)

Rate of data transfer (higher is better).

Typical Latency (Log Scale)

Time delay to access data (lower is better).

Component Details

Select a component from the dropdown or table to see its details here.

Comparative Data Table

Click on a row to highlight the component in the charts and details panel. Click on table headers to sort.

Component Name Size Bandwidth (GB/s) Latency (ns)