NVIDIA RTX 5000 Ada Generation vs NVIDIA RTX PRO 6000 Blackwell Server Edition, AI & Machine Learning Comparison
NVIDIA RTX PRO 6000 Blackwell Server Edition wins 12 of 12 benchmarks, averaging 201.8% 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 Server Edition leads by 425% (1.286 vs 6.75 images/min); the closest fight is Qwen3 4B (85% apart); VRAM decides part of this one: NVIDIA RTX PRO 6000 Blackwell Server Edition runs 12 of our 12 AI workloads while the other card runs 10, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | NVIDIA RTX 5000 Ada Generation | NVIDIA RTX PRO 6000 Blackwell Server Edition | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 170.72 | 315.72 | -46% |
| Llama 3.1 8B tok/s | 103.18 | 233.8 | -56% |
| Qwen2.5-Coder 14B tok/s | 56.66 | 135.07 | -58% |
| Qwen3 32B tok/s | 25.88 | 63.9 | -59% |
| Llama 3.3 70B tok/s | 0 | 32.08 | n/a |
| Stable Diffusion XL images/min | 12.74 | 26.32 | -52% |
| Z-Image Turbo images/min | 5.925 | 14.775 | -60% |
| FLUX.1 dev images/min | 1.286 | 6.75 | -81% |
| FLUX.1 Kontext dev images/min | 0.793 | 3.021 | -74% |
| Qwen-Image-Edit images/min | 0 | 2.62 | n/a |
| LTX-Video (distilled) frames/s | 3.23 | 15.64 | -79% |
| Wan 2.2 5B (720p) frames/s | 0.32 | 0.88 | -64% |
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 0 of 8; NVIDIA RTX PRO 6000 Blackwell Server Edition on 8.
| Workflow | NVIDIA RTX 5000 Ada Generation | NVIDIA RTX PRO 6000 Blackwell Server Edition | Difference |
|---|---|---|---|
| 24-frame storyboard | 5.1 min | 2.3 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 2.24x faster |
| 60-second AI short film | 9.5 min | 2.7 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 3.55x faster |
| 6-panel comic page | 12.8 min | 3.6 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 3.58x faster |
| Character sheet, 12 poses | 16 min | 4.6 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 3.45x faster |
| Full codebase review | 17.6 min | 7.4 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 2.38x faster |
| 10 short social clips | 27.9 min | 10.8 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 2.57x faster |
| 40-product photo shoot | 53.7 min | 15.2 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 3.54x faster |
| 100-photo restoration batch | 2 h 6 min | 33.4 min | NVIDIA RTX PRO 6000 Blackwell Server Edition 3.78x faster |
Specifications compared
| NVIDIA RTX 5000 Ada Generation | NVIDIA RTX PRO 6000 Blackwell Server Edition | |
|---|---|---|
| VRAM | 32GB | 96GB |
| Architecture | Ada Lovelace | Blackwell |
| Memory bandwidth | 576 GB/s | 1792 GB/s |
| Boost clock | 2,550 MHz | 2,610 MHz |
| TDP | 250 W | 600 W |
| Launch MSRP | $4,000 | $8,565 |
| Release | 2023-08-09 | 2025-03-18 |
FAQ
- Which is better for ai & machine learning: NVIDIA RTX 5000 Ada Generation or NVIDIA RTX PRO 6000 Blackwell Server Edition?
- NVIDIA RTX PRO 6000 Blackwell Server Edition performs better for ai & machine learning, winning 12 of 12 benchmarks in our suite with an average 201.8% advantage.
- What are the main hardware differences between NVIDIA RTX 5000 Ada Generation and NVIDIA RTX PRO 6000 Blackwell Server Edition?
- NVIDIA RTX 5000 Ada Generation has 32GB VRAM and a 250W TDP, while NVIDIA RTX PRO 6000 Blackwell Server Edition has 96GB VRAM and a 600W TDP.
- Does VRAM matter more than speed between NVIDIA RTX 5000 Ada Generation and NVIDIA RTX PRO 6000 Blackwell Server Edition?
- For AI, yes, NVIDIA RTX PRO 6000 Blackwell Server Edition fits 2 more of our 12 workloads than NVIDIA RTX 5000 Ada Generation. 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 5000 Ada Generation and NVIDIA RTX PRO 6000 Blackwell Server Edition?
- FLUX.1 dev: NVIDIA RTX PRO 6000 Blackwell Server Edition leads by roughly 425% (1.286 vs 6.75 images/min) in our testing.
NVIDIA RTX 5000 Ada Generation full review · NVIDIA RTX PRO 6000 Blackwell Server Edition full review · All AI & Machine Learning rankings