A30 vs RTX 5060

The A30 delivers 165 TFLOPS of dense FP16 performance and 10.3 TFLOPS of FP32 performance. The RTX 5060 delivers 19.2 TFLOPS of FP32 performance. The higher dense FP16 rating on the A30 supports larger batch sizes during training and inference compared with the RTX 5060 FP32 rating alone. Memory bandwidth of 933 GB/s on the A30 versus 448 GB/s on the RTX 5060 further influences achievable batch sizes because data movement rates differ by more than a factor of two. The A30 also lists 330 TOPS of dense INT8 performance while the RTX 5060 lists 614 TFLOPS of FP4 performance with sparsity so direct tensor comparisons remain limited to matching dense or sparsity categories.

The A30 suits workloads that require 24 GB of HBM2 memory and 933 GB/s bandwidth together with NVLink connectivity. Its 165 TFLOPS dense FP16 rating and 330 TOPS dense INT8 rating support sustained operation at a 165 W TDP in multi GPU configurations where memory capacity exceeds 16 GB.

The RTX 5060 suits workloads that operate within 8 GB to 16 GB of GDDR7 memory and a 145 W TDP limit. Its 19.2 TFLOPS FP32 rating and PCIe 5.0 interface fit single GPU setups that prioritize lower power draw over high bandwidth HBM2 capacity.