AMD Radeon PRO W7500 8GB vs AMD Radeon RX 7900 XTX 24GB

The Radeon PRO W7500 is the newer part: RDNA 3, launched in 2023, 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 W7500 against the Radeon RX 7900 XTX: FP32 12 vs 61 TFLOPS, FP16 24 vs 123 TFLOPS. Sparse figures, where the vendor publishes them, appear under each dense number in the performance table.

Memory is 8 GB against 24 GB, fed at 256 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 70 W for the Radeon PRO W7500 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.