NVIDIA B200 vs NVIDIA Quadro RTX 8000, AI & Machine Learning Comparison
NVIDIA B200 wins 8 of 8 benchmarks, averaging 2309.5% faster.
NVIDIA Quadro RTX 8000's numbers are anchored estimates calibrated against our measured cards, pending first-party measurement. Treat small gaps as ties.
What the numbers say
The gap is widest in FLUX.1 dev, where NVIDIA B200 leads by 7582% (13.136 vs 0.171 images/min); the closest fight is Qwen3 4B (150% apart); VRAM decides part of this one: NVIDIA Quadro RTX 8000 runs 145 of our 12 AI workloads while the other card runs 7, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | NVIDIA B200 | NVIDIA Quadro RTX 8000 | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 317.93 | 127.01 | +150% |
| Llama 3.1 8B tok/s | 274.41 | 84.68 | +224% |
| Qwen2.5-Coder 14B tok/s | 150.96 | 46.74 | +223% |
| Qwen3 32B tok/s | 78.56 | 21.98 | +257% |
| Llama 3.3 70B tok/s | 44.54 | 0 | n/a |
| Stable Diffusion XL images/min | 46.12 | 6.18 | +646% |
| Z-Image Turbo images/min | 32.325 | 0.45 | +7083% |
| FLUX.1 dev images/min | 13.136 | 0.171 | +7582% |
Whole-job comparison
How long each card takes to finish a complete pipeline, not just one model. NVIDIA B200 is faster on 2 of 2; NVIDIA Quadro RTX 8000 on 0.
| Workflow | NVIDIA B200 | NVIDIA Quadro RTX 8000 | Difference |
|---|---|---|---|
| 24-frame storyboard | 89 s | 54.9 min | NVIDIA B200 36.84x faster |
| Full codebase review | 6.6 min | 21.4 min | NVIDIA B200 3.23x faster |
Specifications compared
| NVIDIA B200 | NVIDIA Quadro RTX 8000 | |
|---|---|---|
| VRAM | 192GB | 48GB |
| Architecture | Blackwell | Turing (TU102) |
| Memory bandwidth | 8 TB/s | 672 GB/s |
| Boost clock | n/a | 1,770 MHz |
| TDP | 1000 W | 260 W |
| Launch MSRP | $40,000 | $9,999 |
| Release | 2025-02-01 | 2018-08-27 |
FAQ
- Which is better for ai & machine learning: NVIDIA B200 or NVIDIA Quadro RTX 8000?
- NVIDIA B200 performs better for ai & machine learning, winning 8 of 8 benchmarks in our suite with an average 2309.5% advantage.
- What are the main hardware differences between NVIDIA B200 and NVIDIA Quadro RTX 8000?
- NVIDIA B200 has 192GB VRAM and a 1000W TDP, while NVIDIA Quadro RTX 8000 has 48GB VRAM and a 260W TDP.
- Does VRAM matter more than speed between NVIDIA B200 and NVIDIA Quadro RTX 8000?
- For AI, yes, NVIDIA Quadro RTX 8000 fits 2 more of our 12 workloads than NVIDIA B200. 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 B200 and NVIDIA Quadro RTX 8000?
- FLUX.1 dev: NVIDIA B200 leads by roughly 1297% (13.136 vs 0.171 images/min) in our testing.
NVIDIA B200 full review · NVIDIA Quadro RTX 8000 full review · All AI & Machine Learning rankings