NVIDIA GeForce RTX 2080 Ti Founders Edition vs NVIDIA RTX A6000, AI & Machine Learning Comparison
NVIDIA RTX A6000 wins 9 of 9 benchmarks, averaging 63.6% faster.
Both cards were measured first-party on our bench, same suite, same test rig.
What the numbers say
The gap is widest in Stable Diffusion XL, where NVIDIA RTX A6000 leads by 140% (4.18 vs 10.02 images/min); the closest fight is Qwen3 4B (24% apart); VRAM decides part of this one: NVIDIA RTX A6000 runs 9 of our 12 AI workloads while the other card runs 3, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | NVIDIA GeForce RTX 2080 Ti Founders Edition | NVIDIA RTX A6000 | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 148.46 | 184.34 | -19% |
| Llama 3.1 8B tok/s | 98.34 | 124.87 | -21% |
| Qwen2.5-Coder 14B tok/s | 0 | 68.51 | n/a |
| Qwen3 32B tok/s | 0 | 32.18 | n/a |
| Llama 3.3 70B tok/s | 0 | 15.73 | n/a |
| Stable Diffusion XL images/min | 4.18 | 10.02 | -58% |
| Z-Image Turbo images/min | 0 | 5.4 | n/a |
| FLUX.1 dev images/min | 0 | 2.164 | n/a |
| FLUX.1 Kontext dev images/min | 0 | 1.05 | n/a |
Specifications compared
| NVIDIA GeForce RTX 2080 Ti Founders Edition | NVIDIA RTX A6000 | |
|---|---|---|
| VRAM | 11GB | 48GB |
| Architecture | Turing (TU102) | Ampere |
| Memory bandwidth | 616 GB/s | 768 GB/s |
| Boost clock | 1,545 MHz | 1,860 MHz |
| TDP | 250 W | 300 W |
| Launch MSRP | $1,199 | $4,650 |
| Release | 2018-09-20 | 2020-10-05 |
FAQ
- Which is better for ai & machine learning: NVIDIA GeForce RTX 2080 Ti Founders Edition or NVIDIA RTX A6000?
- NVIDIA RTX A6000 performs better for ai & machine learning, winning 9 of 9 benchmarks in our suite with an average 63.6% advantage.
- What are the main hardware differences between NVIDIA GeForce RTX 2080 Ti Founders Edition and NVIDIA RTX A6000?
- NVIDIA GeForce RTX 2080 Ti Founders Edition has 11GB VRAM and a 250W TDP, while NVIDIA RTX A6000 has 48GB VRAM and a 300W TDP.
- Does VRAM matter more than speed between NVIDIA GeForce RTX 2080 Ti Founders Edition and NVIDIA RTX A6000?
- For AI, yes, NVIDIA RTX A6000 fits 9 more of our 12 workloads than NVIDIA GeForce RTX 2080 Ti Founders 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 GeForce RTX 2080 Ti Founders Edition and NVIDIA RTX A6000?
- Stable Diffusion XL: NVIDIA RTX A6000 leads by roughly 140% (4.18 vs 10.02 images/min) in our testing.
NVIDIA GeForce RTX 2080 Ti Founders Edition full review · NVIDIA RTX A6000 full review · All AI & Machine Learning rankings