Performance per dollar has improved rapidly, and hardware at any given precision and fixed performance level becomes 30% cheaper each year. At the same time, manufacturers continue to introduce more powerful and expensive hardware.
Epoch's work is free to use, distribute, and reproduce provided the source and authors are credited under the Creative Commons BY license.
Learn more about this graph
In order to provide an apples-to-apples comparison of the performance of leading hardware, and determine the real rate of improvement over time, we show the prices of each GPU including its accompanying server hardware, and adjust for inflation.
Analysis
Explore this data
Key data on over 170 AI accelerators, such as graphics processing units (GPUs) and tensor processing units (TPUs).