The text compares the performance of various graphics processing units (GPUs) in deep learning and machine learning tasks. The Titan RTX is compared to other popular GPUs, including the RTX 2080 Ti, GTX 1080 Ti, Titan Xp, Titan V, and Tesla V100. The benchmarks were conducted on a deep learning workstation with 2x Titan RTX GPUs and measured the performance of each GPU in FP32 (single precision) and FP16 (half-precision) modes. The results show that the Titan RTX outperforms other GPUs in some cases but is slower than the Tesla V100 in others. The text also provides pricing information for each GPU and offers guidance on when to choose the best GPU based on memory requirements and performance needs.