A30 vs RTX 5000 Ada

The A30 provides FP16 dense performance of 165 TFLOPS and FP16 with sparsity performance of 330 TFLOPS while the RTX 5000 Ada does not publish FP16 figures. The A30 FP32 figure of 10.3 TFLOPS stands at roughly one sixth the 65.3 TFLOPS FP32 figure of the RTX 5000 Ada. Higher memory bandwidth of 933 GB/s on the A30 compared with 576 GB/s on the RTX 5000 Ada allows larger batch sizes in memory bound operations before capacity limits are reached. The A30 INT8 dense performance reaches 330 TOPS and INT8 with sparsity reaches 661 TOPS while the RTX 5000 Ada publishes FP8 with sparsity at 1,044.4 TFLOPS. Lower TDP of 165W on the A30 versus 250W on the RTX 5000 Ada reduces power draw during sustained FP32 or INT8 workloads.

The A30 suits deployments that prioritize power efficiency and high memory bandwidth. Its 165W TDP and 933 GB/s bandwidth support sustained operation in dense FP16 workloads rated at 165 TFLOPS or INT8 workloads rated at 330 TOPS. NVLink connectivity further enables multi GPU scaling in environments limited by PCIe lanes alone.

The RTX 5000 Ada suits workloads that require higher FP32 throughput or greater memory capacity. Its 65.3 TFLOPS FP32 rating and 32 GB GDDR6 memory exceed the corresponding 10.3 TFLOPS and 24 GB figures of the A30. The 1,044.4 TFLOPS FP8 with sparsity rating provides an option for precision formats not published on the A30.