L40S vs Quadro RTX 8000

The L40S delivers 362.05 TFLOPS dense FP16 which exceeds the 130.5 TFLOPS dense FP16 of the Quadro RTX 8000 by a factor derived directly from these values. The FP16 to FP32 ratio on the L40S stands at 362.05 TFLOPS dense FP16 versus 91.6 TFLOPS FP32 while the Quadro RTX 8000 shows 130.5 TFLOPS dense FP16 versus 16.3 TFLOPS FP32. Higher memory bandwidth of 864 GB/s on the L40S versus 672 GB/s on the Quadro RTX 8000 supports larger batch sizes during operations that move substantial data volumes. The L40S also lists 733 TFLOPS FP16 with sparsity against the absence of a published sparse figure for the Quadro RTX 8000 so comparisons remain limited to dense values only.

The L40S suits workloads that require 362.05 TFLOPS dense FP16 and 864 GB/s memory bandwidth such as large scale inference tasks. Its 350 W TDP and PCIe 4.0 interconnect align with systems that prioritize higher throughput over lower power consumption.

The Quadro RTX 8000 fits environments that need NVLink connectivity and operate within a 260 W TDP limit. Its 672 GB/s memory bandwidth remains adequate for applications where the 130.5 TFLOPS dense FP16 meets baseline requirements without additional power overhead.