GPU Comparison
Select up to 2 GPUs to analyze their pricing, performance, and specifications side-by-side.
The Radeon PRO W7900 has more VRAM (48GB vs 32GB), making it better suited for large models and memory-intensive workloads. Its memory bandwidth is 50% higher (864 GB/s vs 576 GB/s), translating directly to faster inference throughput. The Radeon PRO W7900 is $1,604 EUR cheaper than the RTX 5000 Ada Generation.
Maximum Capacity Reached. Remove a model to add another. (2/2)
Radeon PRO W7900 vs RTX 5000 Ada Generation: In-Depth Breakdown
VRAM: Radeon PRO W7900 vs RTX 5000 Ada Generation
The Radeon PRO W7900 carries 48GB of VRAM versus 32GB on the RTX 5000 Ada Generation. VRAM capacity is the primary constraint for running AI models without quantization — a 70B-parameter model in FP16 requires roughly 140GB, and even smaller models benefit from extra headroom. The 16GB advantage here means the Radeon PRO W7900 can run larger models natively and handle bigger batch sizes in production.
Inference Speed: Memory Bandwidth
Memory bandwidth determines how quickly data is fed to the compute units — it's the main bottleneck for autoregressive inference (token generation in LLMs). The Radeon PRO W7900 delivers 864 GB/s versus 576 GB/s on the RTX 5000 Ada Generation, a 50% edge. For models already loaded into VRAM, token generation speed scales closely with this number: the Radeon PRO W7900 will produce tokens proportionally faster in bandwidth-bound workloads.
AI Training & Compute
For model training, scientific simulation, and rendering, FP32 throughput is the key metric. The RTX 5000 Ada Generation delivers 65.3 TFLOPS against 61.3 TFLOPS for the Radeon PRO W7900 — a 7% compute advantage. Training runs and heavy matrix operations will complete proportionally faster on the RTX 5000 Ada Generation.
Price & Value
The Radeon PRO W7900 lists from $3,614 EUR, $1,604 EUR less than the RTX 5000 Ada Generation at $5,218 EUR. For budget-constrained teams, the savings may outweigh the spec gap — especially if the smaller card covers your typical workload.
Which should you buy: Radeon PRO W7900 or RTX 5000 Ada Generation?
The Radeon PRO W7900 is the stronger choice for large-model workloads where VRAM is the bottleneck. The RTX 5000 Ada Generation is more economical at $1,604 EUR less, and sufficient if your models fit within its 32GB.