
- AI teams still favor Nvidia, but rivals like Google, AMD and Intel are growing their share
- Survey reveals budget limits, power demands, and cloud reliance are shaping AI hardware decisions
- GPU shortages push workloads to cloud while efficiency and testing remain overlooked
AI hardware spending is beginning to evolve as teams weigh performance, financial considerations, and scalability, new research has claimed.