GeForce RTX 5070 vs NVIDIA RTX 4000 (Ada Generation), AI & Machine Learning Comparison
NVIDIA RTX 4000 (Ada Generation) wins 4 of 11 benchmarks, averaging -25% faster.
GeForce RTX 5070'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 Llama 3.1 8B, where GeForce RTX 5070 leads by 80% (119.87 vs 66.59 tok/s); the closest fight is Stable Diffusion XL (8% apart); VRAM decides part of this one: NVIDIA RTX 4000 (Ada Generation) runs 6 of our 12 AI workloads while the other card runs 3, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | GeForce RTX 5070 | NVIDIA RTX 4000 (Ada Generation) | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 180.21 | 110.18 | +64% |
| Llama 3.1 8B tok/s | 119.87 | 66.59 | +80% |
| Qwen2.5-Coder 14B tok/s | 0 | 36.34 | n/a |
| Qwen3 32B tok/s | 0 | 0 | n/a |
| Llama 3.3 70B tok/s | 0 | 0 | n/a |
| Stable Diffusion XL images/min | 6.06 | 6.56 | -8% |
| 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 | 2.06 | n/a |
| Wan 2.2 5B (720p) frames/s | 0 | 0.18 | n/a |
Specifications compared
| GeForce RTX 5070 | NVIDIA RTX 4000 (Ada Generation) | |
|---|---|---|
| VRAM | 12GB | 20GB |
| Architecture | Blackwell | Ada Lovelace |
| Memory bandwidth | 672 GB/s | 360 GB/s |
| Boost clock | 2,512 MHz | 2,175 MHz |
| TDP | 250 W | 130 W |
| Launch MSRP | $549 | $1,250 |
| Release | 2025-03-05 | 2023-08-09 |
FAQ
- Which is better for ai & machine learning: GeForce RTX 5070 or NVIDIA RTX 4000 (Ada Generation)?
- NVIDIA RTX 4000 (Ada Generation) performs better for ai & machine learning, winning 4 of 11 benchmarks in our suite with an average -25% advantage.
- What are the main hardware differences between GeForce RTX 5070 and NVIDIA RTX 4000 (Ada Generation)?
- GeForce RTX 5070 has 12GB VRAM and a 250W TDP, while NVIDIA RTX 4000 (Ada Generation) has 20GB VRAM and a 130W TDP.
- Does VRAM matter more than speed between GeForce RTX 5070 and NVIDIA RTX 4000 (Ada Generation)?
- For AI, yes, NVIDIA RTX 4000 (Ada Generation) fits 3 more of our 12 workloads than GeForce RTX 5070. 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 GeForce RTX 5070 and NVIDIA RTX 4000 (Ada Generation)?
- Llama 3.1 8B: GeForce RTX 5070 leads by roughly 80% (119.87 vs 66.59 tok/s) in our testing.
GeForce RTX 5070 full review · NVIDIA RTX 4000 (Ada Generation) full review · All AI & Machine Learning rankings