NVIDIA RTX 6000 Ada Generation vs NVIDIA RTX A6000, AI & Machine Learning Comparison
NVIDIA RTX 6000 Ada Generation wins 7 of 9 benchmarks, averaging 14.2% faster.
Both cards were measured first-party on our bench, same suite, same test rig.
What the numbers say
The gap is widest in Qwen3 4B, where NVIDIA RTX 6000 Ada Generation leads by 31% (241.33 vs 184.34 tok/s); the closest fight is FLUX.1 Kontext dev (2% apart).
Benchmark results head-to-head
| Benchmark | NVIDIA RTX 6000 Ada Generation | NVIDIA RTX A6000 | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 241.33 | 184.34 | +31% |
| Llama 3.1 8B tok/s | 157.89 | 124.87 | +26% |
| Qwen2.5-Coder 14B tok/s | 87.51 | 68.51 | +28% |
| Qwen3 32B tok/s | 39.87 | 32.18 | +24% |
| Llama 3.3 70B tok/s | 18.4 | 15.73 | +17% |
| Stable Diffusion XL images/min | 10.7 | 10.02 | +7% |
| Z-Image Turbo images/min | 5.1 | 5.4 | -6% |
| FLUX.1 dev images/min | 2.229 | 2.164 | +3% |
| FLUX.1 Kontext dev images/min | 1.029 | 1.05 | -2% |
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 6 of 7; NVIDIA RTX A6000 on 1.
| Workflow | NVIDIA RTX 6000 Ada Generation | NVIDIA RTX A6000 | Difference | Cost per run |
|---|---|---|---|---|
| 24-frame storyboard | 5.5 min | 7.1 min | NVIDIA RTX 6000 Ada Generation 1.29x faster | $0.067 vs $0.039 |
| 6-panel comic page | 9.3 min | 12.1 min | NVIDIA RTX 6000 Ada Generation 1.31x faster | $0.115 vs $0.067 |
| Full codebase review | 11.4 min | 14.6 min | NVIDIA RTX 6000 Ada Generation 1.28x faster | $0.141 vs $0.080 |
| Character sheet, 12 poses | 12.6 min | 15.2 min | NVIDIA RTX 6000 Ada Generation 1.21x faster | $0.155 vs $0.084 |
| 20 long-form articles | 25.4 min | 29.7 min | NVIDIA RTX 6000 Ada Generation 1.17x faster | $0.313 vs $0.163 |
| 40-product photo shoot | 43 min | 45.5 min | NVIDIA RTX 6000 Ada Generation 1.06x faster | $0.530 vs $0.250 |
| 100-photo restoration batch | 1 h 37 min | 1 h 37 min | NVIDIA RTX A6000 1.01x faster | $1.202 vs $0.533 |
Renting by the hour, NVIDIA RTX A6000 finishes 7 of 7 cheaper. The quicker card is not automatically the cheaper way to get the work done.
Cost to rent
| Card | Per hour |
|---|---|
| NVIDIA RTX 6000 Ada Generation | $0.740 |
| NVIDIA RTX A6000 | $0.330 |
NVIDIA RTX A6000 is 2.24x cheaper per hour. Cheapest on-demand rate we see across RunPod and Vast.
Specifications compared
| NVIDIA RTX 6000 Ada Generation | NVIDIA RTX A6000 | |
|---|---|---|
| VRAM | 48GB | 48GB |
| Architecture | Ada Lovelace | Ampere |
| Memory bandwidth | 960 GB/s | 768 GB/s |
| Boost clock | 2,505 MHz | 1,860 MHz |
| TDP | 300 W | 300 W |
| Launch MSRP | $6,799 | $4,650 |
| Release | 2022-12-03 | 2020-10-05 |
FAQ
- Which is better for ai & machine learning: NVIDIA RTX 6000 Ada Generation or NVIDIA RTX A6000?
- NVIDIA RTX 6000 Ada Generation performs better for ai & machine learning, winning 7 of 9 benchmarks in our suite with an average 14.2% advantage.
- What are the main hardware differences between NVIDIA RTX 6000 Ada Generation and NVIDIA RTX A6000?
- NVIDIA RTX 6000 Ada Generation has 48GB VRAM and a 300W TDP, while NVIDIA RTX A6000 has 48GB VRAM and a 300W TDP.
- Where is the biggest performance difference between NVIDIA RTX 6000 Ada Generation and NVIDIA RTX A6000?
- Qwen3 4B: NVIDIA RTX 6000 Ada Generation leads by roughly 31% (241.33 vs 184.34 tok/s) in our testing.
NVIDIA RTX 6000 Ada Generation full review · NVIDIA RTX A6000 full review · All AI & Machine Learning rankings