AMD Radeon PRO W7800 48GB vs AMD Radeon RX 7900 XTX 24GB

The Radeon PRO W7800 is the newer part: RDNA 3, launched in 2024, against the Radeon RX 7900 XTX's RDNA 3 from 2022. Newer architectures typically add lower-precision formats and better throughput per watt, so check the precision rows your workload actually uses.

Dense throughput for the Radeon PRO W7800 against the Radeon RX 7900 XTX: FP32 45 vs 61 TFLOPS, FP16 90 vs 123 TFLOPS. Sparse figures, where the vendor publishes them, appear under each dense number in the performance table.

Memory is 48 GB against 24 GB, fed at 864 GB/s versus 960 GB/s. More memory per GPU means larger models fit before you have to shard across cards, which often matters more than raw TFLOPS for inference.

Power budgets are 260 W for the Radeon PRO W7800 and 355 W for the Radeon RX 7900 XTX. At FP32 that works out to 0.17 against 0.17 TFLOPS per watt.

For LLM training and inference, weight the FP8 and FP16 rows and memory capacity most heavily. For scientific and HPC workloads, the FP64 row is the one to read.