All the Non-NVIDIA GPUs, Please Stand Up

A surge of groundbreaking startups – like Tenstorrent, Cerebras Systems, D-Matrix, Groq, SiMa.ai, and Ola – is taking on NVIDIA’s dominance in AI hardware by developing highly efficient AI chips that claim superior performance, lower power consumption, and cost-effectiveness, competing directly with the GPU giant in data centres, edge computing, and AI inference tasks. Should NVIDIA be worried? 

CUDA or Nada 

All these startups have made substantial progress and some are preparing to launch their products in the near future. While having advanced hardware is crucial, the real challenge for these companies will be competing against the giant – CUDA.