Released in 1997, the Cyrix MediaGX was the world's first APU, integrating a processor core, GPU, memory controller, and PCI support into a single chip. This design significantly reduced the number of components required for a computer compared to contemporary Intel Pentium III platforms, which relied on numerous separate chips for graphics, audio, and system logic.

While MediaGX struggled in the desktop market due to hardware bugs, low FPU performance, and lack of AGP support, it found success in industrial electronics. The architecture was utilized in CNC machines, thin clients, and specialized tablets. AMD later acquired Cyrix and continued to develop the line, releasing the Geode LX800 with higher clock speeds, increased cache, and DDR memory support.

The longevity of the architecture was notable, with Geode processors remaining in production until 2020. Devices like the Compaq T30 thin client, released in 2002, utilized National Semi Geode processors and remained in service for years. Despite performance limitations in modern benchmarks, the platform's simplicity and efficiency made it suitable for industrial applications where high-speed floating-point calculations were not required.

Testing of the Geode GX2 in a 2005 DT366 industrial tablet revealed performance levels trailing behind contemporary Celeron processors, particularly in FPU-intensive tasks. However, the platform's ability to operate in specialized environments, such as the OLPC XO-1 laptop for developing nations, underscored its role as a cost-effective, highly integrated solution that persisted long after its initial release.