NVIDIA RTX PRO 4500 Blackwell Server Edition vs NVIDIA B100 SXM 192GB

The RTX PRO 4500 Blackwell is the newer part: Blackwell, launched in 2026, against the B100's Blackwell from 2024. 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 RTX PRO 4500 Blackwell against the B100: FP32 51 vs 60 TFLOPS, FP16 203 vs 1,750 TFLOPS, FP8 406 vs 3,500 TFLOPS. Sparse figures, where the vendor publishes them, appear under each dense number in the performance table.

Memory is 32 GB against 192 GB, fed at 800 GB/s versus 8.0 TB/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 165 W for the RTX PRO 4500 Blackwell and 700 W for the B100. At FP32 that works out to 0.31 against 0.09 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.