The acceleration and widespread adoption of AI has led to an unprecedented demand for computational resources, particularly GPUs. This demand has given rise to GPU marketplaces and aggregators - platforms that amass vast GPU resources and offer them as a service to power the compute-intensive requirements of AI model training and inference. GPU platforms such as Akash, io.net, primeintellect, vast.ai, and major cloud providers have democratized access to GPUs, striving to make AI more accessible to all.