NVIDIA RTX 6000 Ada Generation vs NVIDIA RTX PRO 6000 Blackwell Workstation Edition, AI & Machine Learning Comparison
NVIDIA RTX PRO 6000 Blackwell Workstation Edition wins 9 of 9 benchmarks, averaging 125.1% 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 210% (2.229 vs 6.921 images/min); the closest fight is Qwen3 4B (50% apart); VRAM decides part of this one: NVIDIA RTX 6000 Ada Generation runs 144 of our 12 AI workloads while the other card runs 9, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | NVIDIA RTX 6000 Ada Generation | NVIDIA RTX PRO 6000 Blackwell Workstation Edition | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 241.33 | 362.81 | -33% |
| Llama 3.1 8B tok/s | 157.89 | 258.37 | -39% |
| Qwen2.5-Coder 14B tok/s | 87.51 | 147.74 | -41% |
| Qwen3 32B tok/s | 39.87 | 70.13 | -43% |
| Llama 3.3 70B tok/s | 18.4 | 34.87 | -47% |
| Stable Diffusion XL images/min | 10.7 | 27.94 | -62% |
| Z-Image Turbo images/min | 5.1 | 15.6 | -67% |
| FLUX.1 dev images/min | 2.229 | 6.921 | -68% |
| FLUX.1 Kontext dev images/min | 1.029 | 3.086 | -67% |
Whole-job comparison
How long each card takes to finish a complete pipeline, not just one model. NVIDIA RTX 6000 Ada Generation is faster on 0 of 7; NVIDIA RTX PRO 6000 Blackwell Workstation Edition on 7.
| Workflow | NVIDIA RTX 6000 Ada Generation | NVIDIA RTX PRO 6000 Blackwell Workstation Edition | Difference |
|---|---|---|---|
| 24-frame storyboard | 5.5 min | 3.6 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 1.50x faster |
| 6-panel comic page | 9.3 min | 5.1 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 1.84x faster |
| Full codebase review | 11.4 min | 6.8 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 1.69x faster |
| Character sheet, 12 poses | 12.6 min | 6.1 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 2.06x faster |
| 20 long-form articles | 25.4 min | 13.4 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 1.90x faster |
| 40-product photo shoot | 43 min | 16.7 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 2.58x faster |
| 100-photo restoration batch | 1 h 37 min | 33.4 min | NVIDIA RTX PRO 6000 Blackwell Workstation Edition 2.92x faster |
Specifications compared
| NVIDIA RTX 6000 Ada Generation | NVIDIA RTX PRO 6000 Blackwell Workstation Edition | |
|---|---|---|
| VRAM | 48GB | 96GB |
| Architecture | Ada Lovelace | Blackwell |
| Memory bandwidth | 960 GB/s | 1792 GB/s |
| Boost clock | 2,505 MHz | 2,617 MHz |
| TDP | 300 W | 600 W |
| Launch MSRP | $6,799 | $8,565 |
| Release | 2022-12-03 | 2025-03-18 |
FAQ
- Which is better for ai & machine learning: NVIDIA RTX 6000 Ada Generation or NVIDIA RTX PRO 6000 Blackwell Workstation Edition?
- NVIDIA RTX PRO 6000 Blackwell Workstation Edition performs better for ai & machine learning, winning 9 of 9 benchmarks in our suite with an average 125.1% advantage.
- What are the main hardware differences between NVIDIA RTX 6000 Ada Generation and NVIDIA RTX PRO 6000 Blackwell Workstation Edition?
- NVIDIA RTX 6000 Ada Generation has 48GB VRAM and a 300W TDP, while NVIDIA RTX PRO 6000 Blackwell Workstation Edition has 96GB VRAM and a 600W TDP.
- Does VRAM matter more than speed between NVIDIA RTX 6000 Ada Generation and NVIDIA RTX PRO 6000 Blackwell Workstation Edition?
- For AI, yes, NVIDIA RTX 6000 Ada Generation fits 2 more of our 12 workloads than NVIDIA RTX PRO 6000 Blackwell Workstation Edition. A model that exceeds VRAM doesn't run slower, it doesn't run at all, so the card that fits the model wins that workload outright.
- Where is the biggest performance difference between NVIDIA RTX 6000 Ada Generation and NVIDIA RTX PRO 6000 Blackwell Workstation Edition?
- FLUX.1 dev: NVIDIA RTX PRO 6000 Blackwell Workstation Edition leads by roughly 210% (2.229 vs 6.921 images/min) in our testing.
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