NVIDIA RTX PRO 4500 Blackwell vs NVIDIA RTX PRO 6000 Blackwell Workstation Edition, AI & Machine Learning Comparison
NVIDIA RTX PRO 6000 Blackwell Workstation Edition wins 11 of 11 benchmarks, averaging 173.8% faster.
Both cards were measured first-party on our bench, same suite, same test rig.
What the numbers say
The gap is widest in FLUX.1 dev, where NVIDIA RTX PRO 6000 Blackwell Workstation Edition leads by 389% (1.414 vs 6.921 images/min); the closest fight is Qwen3 4B (63% apart).
Benchmark results head-to-head
| Benchmark | NVIDIA RTX PRO 4500 Blackwell | NVIDIA RTX PRO 6000 Blackwell Workstation Edition | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 221.92 | 362.81 | -39% |
| Llama 3.1 8B tok/s | 146.19 | 258.37 | -43% |
| Qwen2.5-Coder 14B tok/s | 80.09 | 147.74 | -46% |
| Qwen3 32B tok/s | 37.61 | 70.13 | -46% |
| Llama 3.3 70B tok/s | 0 | 34.87 | n/a |
| Stable Diffusion XL images/min | 13.1 | 27.94 | -53% |
| Z-Image Turbo images/min | 6.45 | 15.6 | -59% |
| FLUX.1 dev images/min | 1.414 | 6.921 | -80% |
| FLUX.1 Kontext dev images/min | 0.879 | 3.086 | -72% |
| Qwen-Image-Edit images/min | 0 | 2.64 | n/a |
| LTX-Video (distilled) frames/s | 3.58 | 16.36 | -78% |
Whole-job comparison
How long each card takes to finish a complete pipeline, not just one model. NVIDIA RTX PRO 4500 Blackwell is faster on 0 of 7; NVIDIA RTX PRO 6000 Blackwell Workstation Edition on 7.
| Workflow | NVIDIA RTX PRO 4500 Blackwell | NVIDIA RTX PRO 6000 Blackwell Workstation Edition | Difference |
|---|---|---|---|
| 24-frame storyboard | 6.2 min | 3.6 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 1.70x faster |
| 60-second AI short film | 10.6 min | 4.5 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 2.35x faster |
| 6-panel comic page | 11.6 min | 5.1 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 2.29x faster |
| Full codebase review | 12.5 min | 6.8 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 1.84x faster |
| Character sheet, 12 poses | 14.6 min | 6.1 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 2.39x faster |
| 40-product photo shoot | 50.1 min | 16.7 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 3.00x faster |
| 100-photo restoration batch | 1 h 54 min | 33.4 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 3.41x faster |
Specifications compared
| NVIDIA RTX PRO 4500 Blackwell | NVIDIA RTX PRO 6000 Blackwell Workstation Edition | |
|---|---|---|
| VRAM | 32GB | 96GB |
| Architecture | Blackwell | Blackwell |
| Memory bandwidth | 896 GB/s | 1792 GB/s |
| Boost clock | 2,407 MHz | 2,617 MHz |
| TDP | 200 W | 600 W |
| Launch MSRP | $2,600 | $8,565 |
| Release | 2025-08-01 | 2025-03-18 |
FAQ
- Which is better for ai & machine learning: NVIDIA RTX PRO 4500 Blackwell or NVIDIA RTX PRO 6000 Blackwell Workstation Edition?
- NVIDIA RTX PRO 6000 Blackwell Workstation Edition performs better for ai & machine learning, winning 11 of 11 benchmarks in our suite with an average 173.8% advantage.
- What are the main hardware differences between NVIDIA RTX PRO 4500 Blackwell and NVIDIA RTX PRO 6000 Blackwell Workstation Edition?
- NVIDIA RTX PRO 4500 Blackwell has 32GB VRAM and a 200W TDP, while NVIDIA RTX PRO 6000 Blackwell Workstation Edition has 96GB VRAM and a 600W TDP.
- Where is the biggest performance difference between NVIDIA RTX PRO 4500 Blackwell and NVIDIA RTX PRO 6000 Blackwell Workstation Edition?
- FLUX.1 dev: NVIDIA RTX PRO 6000 Blackwell Workstation Edition leads by roughly 389% (1.414 vs 6.921 images/min) in our testing.
NVIDIA RTX PRO 4500 Blackwell full review · NVIDIA RTX PRO 6000 Blackwell Workstation Edition full review · All AI & Machine Learning rankings