NVIDIA RTX 5000 Ada Generation vs NVIDIA RTX PRO 4500 Blackwell, AI & Machine Learning Comparison
NVIDIA RTX PRO 4500 Blackwell wins 9 of 11 benchmarks, averaging 22.4% faster.
Both cards were measured first-party on our bench, same suite, same test rig.
What the numbers say
The gap is widest in Qwen3 32B, where NVIDIA RTX PRO 4500 Blackwell leads by 45% (25.88 vs 37.61 tok/s); the closest fight is Stable Diffusion XL (3% apart).
Benchmark results head-to-head
| Benchmark | NVIDIA RTX 5000 Ada Generation | NVIDIA RTX PRO 4500 Blackwell | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 170.72 | 221.92 | -23% |
| Llama 3.1 8B tok/s | 103.18 | 146.19 | -29% |
| Qwen2.5-Coder 14B tok/s | 56.66 | 80.09 | -29% |
| Qwen3 32B tok/s | 25.88 | 37.61 | -31% |
| Llama 3.3 70B tok/s | 0 | 0 | n/a |
| Stable Diffusion XL images/min | 12.74 | 13.1 | -3% |
| Z-Image Turbo images/min | 5.925 | 6.45 | -8% |
| FLUX.1 dev images/min | 1.286 | 1.414 | -9% |
| FLUX.1 Kontext dev images/min | 0.793 | 0.879 | -10% |
| Qwen-Image-Edit images/min | 0 | 0 | n/a |
| LTX-Video (distilled) frames/s | 3.23 | 3.58 | -10% |
Whole-job comparison
How long each card takes to finish a complete pipeline, not just one model. NVIDIA RTX 5000 Ada Generation is faster on 2 of 7; NVIDIA RTX PRO 4500 Blackwell on 5.
| Workflow | NVIDIA RTX 5000 Ada Generation | NVIDIA RTX PRO 4500 Blackwell | Difference |
|---|---|---|---|
| 24-frame storyboard | 5.1 min | 6.2 min | NVIDIA RTX 5000 Ada Generation 1.20x faster |
| 60-second AI short film | 9.5 min | 10.6 min | NVIDIA RTX 5000 Ada Generation 1.13x faster |
| 6-panel comic page | 12.8 min | 11.6 min | NVIDIA RTX PRO 4500 Blackwell 1.10x faster |
| Character sheet, 12 poses | 16 min | 14.6 min | NVIDIA RTX PRO 4500 Blackwell 1.09x faster |
| Full codebase review | 17.6 min | 12.5 min | NVIDIA RTX PRO 4500 Blackwell 1.41x faster |
| 40-product photo shoot | 53.7 min | 50.1 min | NVIDIA RTX PRO 4500 Blackwell 1.07x faster |
| 100-photo restoration batch | 2 h 6 min | 1 h 54 min | NVIDIA RTX PRO 4500 Blackwell 1.11x faster |
Specifications compared
| NVIDIA RTX 5000 Ada Generation | NVIDIA RTX PRO 4500 Blackwell | |
|---|---|---|
| VRAM | 32GB | 32GB |
| Architecture | Ada Lovelace | Blackwell |
| Memory bandwidth | 576 GB/s | 896 GB/s |
| Boost clock | 2,550 MHz | 2,407 MHz |
| TDP | 250 W | 200 W |
| Launch MSRP | $4,000 | $2,600 |
| Release | 2023-08-09 | 2025-08-01 |
FAQ
- Which is better for ai & machine learning: NVIDIA RTX 5000 Ada Generation or NVIDIA RTX PRO 4500 Blackwell?
- NVIDIA RTX PRO 4500 Blackwell performs better for ai & machine learning, winning 9 of 11 benchmarks in our suite with an average 22.4% advantage.
- What are the main hardware differences between NVIDIA RTX 5000 Ada Generation and NVIDIA RTX PRO 4500 Blackwell?
- NVIDIA RTX 5000 Ada Generation has 32GB VRAM and a 250W TDP, while NVIDIA RTX PRO 4500 Blackwell has 32GB VRAM and a 200W TDP.
- Where is the biggest performance difference between NVIDIA RTX 5000 Ada Generation and NVIDIA RTX PRO 4500 Blackwell?
- Qwen3 32B: NVIDIA RTX PRO 4500 Blackwell leads by roughly 45% (25.88 vs 37.61 tok/s) in our testing.
NVIDIA RTX 5000 Ada Generation full review · NVIDIA RTX PRO 4500 Blackwell full review · All AI & Machine Learning rankings