NVIDIA GeForce RTX 3070 Ti vs NVIDIA RTX A5000, AI & Machine Learning Comparison
NVIDIA RTX A5000 wins 8 of 12 benchmarks, averaging 42.3% 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 A5000 leads by 98% (3.76 vs 7.46 images/min); the closest fight is Qwen3 4B (11% apart); VRAM decides part of this one: NVIDIA RTX A5000 runs 8 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 3070 Ti | NVIDIA RTX A5000 | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 154.65 | 171.68 | -10% |
| Llama 3.1 8B tok/s | 102.13 | 119.86 | -15% |
| Qwen2.5-Coder 14B tok/s | 0 | 64.89 | n/a |
| Qwen3 32B tok/s | 0 | 30.49 | n/a |
| Llama 3.3 70B tok/s | 0 | 0 | n/a |
| Stable Diffusion XL images/min | 3.76 | 7.46 | -50% |
| Z-Image Turbo images/min | 0 | 4.05 | n/a |
| FLUX.1 dev images/min | 0 | 0 | n/a |
| FLUX.1 Kontext dev images/min | 0 | 0 | n/a |
| Qwen-Image-Edit images/min | 0 | 0 | n/a |
| LTX-Video (distilled) frames/s | 0 | 2.7 | n/a |
| Wan 2.2 5B (720p) frames/s | 0 | 0.24 | n/a |
Specifications compared
| NVIDIA GeForce RTX 3070 Ti | NVIDIA RTX A5000 | |
|---|---|---|
| VRAM | 8GB | 24GB |
| Architecture | Ampere (GA104) | Ampere (GA102 derivative) |
| Memory bandwidth | 608 GB/s | 768 GB/s |
| Boost clock | 1,770 MHz | 1,695 MHz |
| TDP | 290 W | 230 W |
| Launch MSRP | $599 | $2,250 |
| Release | 2021-06-10 | 2021-04-12 |
FAQ
- Which is better for ai & machine learning: NVIDIA GeForce RTX 3070 Ti or NVIDIA RTX A5000?
- NVIDIA RTX A5000 performs better for ai & machine learning, winning 8 of 12 benchmarks in our suite with an average 42.3% advantage.
- What are the main hardware differences between NVIDIA GeForce RTX 3070 Ti and NVIDIA RTX A5000?
- NVIDIA GeForce RTX 3070 Ti has 8GB VRAM and a 290W TDP, while NVIDIA RTX A5000 has 24GB VRAM and a 230W TDP.
- Does VRAM matter more than speed between NVIDIA GeForce RTX 3070 Ti and NVIDIA RTX A5000?
- For AI, yes, NVIDIA RTX A5000 fits 5 more of our 12 workloads than NVIDIA GeForce RTX 3070 Ti. 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 3070 Ti and NVIDIA RTX A5000?
- Stable Diffusion XL: NVIDIA RTX A5000 leads by roughly 98% (3.76 vs 7.46 images/min) in our testing.
NVIDIA GeForce RTX 3070 Ti full review · NVIDIA RTX A5000 full review · All AI & Machine Learning rankings