Trading CPUs for Next-Gen GPUs
Trading CPUs for Next-Gen GPUs
Trading CPUs for Next-Gen GPUsTo understand the magnitude of this catalyst, it helps to break down the mechanics of the neocloud business model. Traditional cloud providers operate legacy data centers built heavily around CPUs. Neoclouds like Nebius Group are engineered from the ground up to host high-density GPU clusters, which are strictly mandatory for training frontier artificial intelligence models.Legacy data centers face severe thermal and structural limitations when retrofitting their facilities to meet the power-dense requirements of modern AI training. Nebius Group purpose-builds its facilities to accommodate the extreme liquid-cooling and power loads required by the latest hardware. This architectural foresight gives the company a distinct technical advantage, allowing it to lease capacity at a premium to startups and enterprises that cannot afford deployment delays.