NVIDIA GeForce RTX 3070 Ti vs NVIDIA A100 40GB SXM4, AI & Machine Learning Comparison
NVIDIA A100 40GB SXM4 wins 10 of 12 benchmarks, averaging 157.6% faster.
NVIDIA A100 40GB SXM4'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 Stable Diffusion XL, where NVIDIA A100 40GB SXM4 leads by 394% (3.76 vs 18.576 images/min); the closest fight is Qwen3 4B (25% apart); VRAM decides part of this one: NVIDIA GeForce RTX 3070 Ti runs 135 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 A100 40GB SXM4 | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 154.65 | 193.14 | -20% |
| Llama 3.1 8B tok/s | 102.13 | 157.26 | -35% |
| Qwen2.5-Coder 14B tok/s | 0 | 86.2 | n/a |
| Qwen3 32B tok/s | 0 | 43.8 | n/a |
| Llama 3.3 70B tok/s | 0 | 0 | n/a |
| Stable Diffusion XL images/min | 3.76 | 18.576 | -80% |
| Z-Image Turbo images/min | 0 | 9.975 | n/a |
| FLUX.1 dev images/min | 0 | 4.264 | n/a |
| FLUX.1 Kontext dev images/min | 0 | 1.993 | n/a |
| Qwen-Image-Edit images/min | 0 | 0 | n/a |
| LTX-Video (distilled) frames/s | 0 | 8.95 | n/a |
| Wan 2.2 5B (720p) frames/s | 0 | 0.66 | n/a |
Specifications compared
| NVIDIA GeForce RTX 3070 Ti | NVIDIA A100 40GB SXM4 | |
|---|---|---|
| VRAM | 8GB | 40GB |
| Architecture | Ampere (GA104) | Ampere |
| Memory bandwidth | 608 GB/s | 1555 GB/s |
| Boost clock | 1,770 MHz | 1,410 MHz |
| TDP | 290 W | 400 W |
| Launch MSRP | $599 | $12,000 |
| Release | 2021-06-10 | 2020-05-14 |
FAQ
- Which is better for ai & machine learning: NVIDIA GeForce RTX 3070 Ti or NVIDIA A100 40GB SXM4?
- NVIDIA A100 40GB SXM4 performs better for ai & machine learning, winning 10 of 12 benchmarks in our suite with an average 157.6% advantage.
- What are the main hardware differences between NVIDIA GeForce RTX 3070 Ti and NVIDIA A100 40GB SXM4?
- NVIDIA GeForce RTX 3070 Ti has 8GB VRAM and a 290W TDP, while NVIDIA A100 40GB SXM4 has 40GB VRAM and a 400W TDP.
- Does VRAM matter more than speed between NVIDIA GeForce RTX 3070 Ti and NVIDIA A100 40GB SXM4?
- For AI, yes, NVIDIA GeForce RTX 3070 Ti fits 6 more of our 12 workloads than NVIDIA A100 40GB SXM4. 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 A100 40GB SXM4?
- Stable Diffusion XL: NVIDIA A100 40GB SXM4 leads by roughly 394% (3.76 vs 18.576 images/min) in our testing.
NVIDIA GeForce RTX 3070 Ti full review · NVIDIA A100 40GB SXM4 full review · All AI & Machine Learning rankings