GPU Comparison
Select up to 2 GPUs to analyze their pricing, performance, and specifications side-by-side.
The RTX 4500 Ada Generation has more VRAM (24GB vs 8GB), making it better suited for large models and memory-intensive workloads. Its memory bandwidth is 125% higher (432 GB/s vs 192 GB/s), translating directly to faster inference throughput. The Radeon PRO W7500 is $2,125 EUR cheaper than the RTX 4500 Ada Generation.
Maximum Capacity Reached. Remove a model to add another. (2/2)
Radeon PRO W7500 vs RTX 4500 Ada Generation: In-Depth Breakdown
VRAM: Radeon PRO W7500 vs RTX 4500 Ada Generation
The RTX 4500 Ada Generation carries 24GB of VRAM versus 8GB on the Radeon PRO W7500. 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 RTX 4500 Ada Generation 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 RTX 4500 Ada Generation delivers 432 GB/s versus 192 GB/s on the Radeon PRO W7500, a 125% edge. For models already loaded into VRAM, token generation speed scales closely with this number: the RTX 4500 Ada Generation 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 4500 Ada Generation delivers 39.6 TFLOPS against 14.5 TFLOPS for the Radeon PRO W7500 — a 173% compute advantage. Training runs and heavy matrix operations will complete proportionally faster on the RTX 4500 Ada Generation.
Price & Value
The Radeon PRO W7500 lists from $458 EUR, $2,125 EUR less than the RTX 4500 Ada Generation at $2,583 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 W7500 or RTX 4500 Ada Generation?
Choose the RTX 4500 Ada Generation for maximum capacity — it leads on VRAM, bandwidth, and compute, making it the better fit for large models and training jobs. The Radeon PRO W7500 is the more budget-friendly option ($2,125 EUR less) — a solid choice if your models fit within its 8GB and inference volume is moderate.