Networks are not all created equal. It is essential for network operators and end users to be able to properly evaluate the performance of networks. However, as the networks evolve in their capabilities and usage models, testing and qualification methods must also evolve to accommodate this. This Whitepaper discusses the evolution in benchmarking Wi-Fi performance in current mobile networks.