NVIDIA H100 80GB HBM3 vs NVIDIA RTX PRO 6000 Blackwell Server Edition, AI & Machine Learning Comparison
NVIDIA H100 80GB HBM3 wins 11 of 12 benchmarks, averaging 26.8% faster.
Both cards were measured first-party on our bench, same suite, same test rig.
What the numbers say
The gap is widest in Wan 2.2 5B (720p), where NVIDIA H100 80GB HBM3 leads by 51% (1.33 vs 0.88 frames/s); the closest fight is Qwen3 4B (2% apart); VRAM decides part of this one: NVIDIA RTX PRO 6000 Blackwell Server Edition runs 201 of our 12 AI workloads while the other card runs 12, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | NVIDIA H100 80GB HBM3 | NVIDIA RTX PRO 6000 Blackwell Server Edition | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 310.26 | 315.72 | -2% |
| Llama 3.1 8B tok/s | 261.83 | 233.8 | +12% |
| Qwen2.5-Coder 14B tok/s | 144.84 | 135.07 | +7% |
| Qwen3 32B tok/s | 74.07 | 63.9 | +16% |
| Llama 3.3 70B tok/s | 41 | 32.08 | +28% |
| Stable Diffusion XL images/min | 34.58 | 26.32 | +31% |
| Z-Image Turbo images/min | 22.125 | 14.775 | +50% |
| FLUX.1 Kontext dev images/min | 4.264 | 3.021 | +41% |
| FLUX.1 dev images/min | 9.064 | 6.75 | +34% |
| Qwen-Image-Edit images/min | 3.68 | 2.62 | +40% |
| LTX-Video (distilled) frames/s | 17.47 | 15.64 | +12% |
| Wan 2.2 5B (720p) frames/s | 1.33 | 0.88 | +51% |
Whole-job comparison
How long each card takes to finish a complete pipeline, not just one model. NVIDIA H100 80GB HBM3 is faster on 9 of 9; NVIDIA RTX PRO 6000 Blackwell Server Edition on 0.
| Workflow | NVIDIA H100 80GB HBM3 | NVIDIA RTX PRO 6000 Blackwell Server Edition | Difference | Cost per run |
|---|---|---|---|---|
| 24-frame storyboard | 1.8 min | 2.3 min | NVIDIA H100 80GB HBM3 1.26x faster | $0.081 vs $0.050 |
| 60-second AI short film | 2.5 min | 2.7 min | NVIDIA H100 80GB HBM3 1.07x faster | $0.111 vs $0.057 |
| 6-panel comic page | 3 min | 3.6 min | NVIDIA H100 80GB HBM3 1.20x faster | $0.133 vs $0.077 |
| Character sheet, 12 poses | 3.7 min | 4.6 min | NVIDIA H100 80GB HBM3 1.26x faster | $0.164 vs $0.100 |
| Full codebase review | 6.9 min | 7.4 min | NVIDIA H100 80GB HBM3 1.07x faster | $0.310 vs $0.160 |
| Short social clips | 8 min | 10.8 min | NVIDIA H100 80GB HBM3 1.36x faster | $0.358 vs $0.234 |
| Product photo shoot | 11.1 min | 15.2 min | NVIDIA H100 80GB HBM3 1.36x faster | $0.499 vs $0.328 |
| Long-form article batch | 11.4 min | 14.5 min | NVIDIA H100 80GB HBM3 1.28x faster | $0.510 vs $0.314 |
| Photo restoration batch | 23.8 min | 33.4 min | NVIDIA H100 80GB HBM3 1.40x faster | $1.068 vs $0.721 |
Renting by the hour, NVIDIA RTX PRO 6000 Blackwell Server Edition finishes 9 of 9 cheaper. The quicker card is not automatically the cheaper way to get the work done.
Cost to rent
| Card | Per hour |
|---|---|
| NVIDIA H100 80GB HBM3 | $2.690 |
| NVIDIA RTX PRO 6000 Blackwell Server Edition | $1.296 |
NVIDIA RTX PRO 6000 Blackwell Server Edition is 2.08x cheaper per hour. Cheapest on-demand rate we see across RunPod and Vast.
Specifications compared
| NVIDIA H100 80GB HBM3 | NVIDIA RTX PRO 6000 Blackwell Server Edition | |
|---|---|---|
| VRAM | 80GB | 96GB |
| Transistors | 80,000M | 92,200M |
| Die size | 814 mm² | 750 mm² |
| Process node | 4 nm | 4 nm |
| Transistor density | 98.3 M/mm² | 122.9 M/mm² |
| Architecture | Hopper | Blackwell |
| Memory bandwidth | 3350 GB/s | 1792 GB/s |
| Boost clock | 1,980 MHz | 2,610 MHz |
| TDP | 700 W | 600 W |
| Launch MSRP | $30,000 | $8,565 |
| Release | 2022-09-20 | 2025-03-18 |
FAQ
- Which is better for ai & machine learning: NVIDIA H100 80GB HBM3 or NVIDIA RTX PRO 6000 Blackwell Server Edition?
- NVIDIA H100 80GB HBM3 performs better for ai & machine learning, winning 11 of 12 benchmarks in our suite with an average 26.8% advantage.
- What are the main hardware differences between NVIDIA H100 80GB HBM3 and NVIDIA RTX PRO 6000 Blackwell Server Edition?
- NVIDIA H100 80GB HBM3 has 80GB VRAM and a 700W TDP, while NVIDIA RTX PRO 6000 Blackwell Server Edition has 96GB VRAM and a 600W TDP.
- Does VRAM matter more than speed between NVIDIA H100 80GB HBM3 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 H100 80GB HBM3. 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 H100 80GB HBM3 and NVIDIA RTX PRO 6000 Blackwell Server Edition?
- Wan 2.2 5B (720p): NVIDIA H100 80GB HBM3 leads by roughly 45% (1.33 vs 0.88 frames/s) in our testing.
NVIDIA H100 80GB HBM3 full review · NVIDIA RTX PRO 6000 Blackwell Server Edition full review · All AI & Machine Learning rankings