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NVIDIA RTX 3070 vs NVIDIA RTX A4000 vs NVIDIA RTX A5000 vs NVIDIA RTX 4070 Ti
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Best GPUs for deep learning, AI development, compute in 2023–2024. Recommended GPU & hardware for AI training, inference (LLMs, generative AI). GPU training, inference benchmarks using PyTorch, TensorFlow for computer vision (CV), NLP, text-to-speech, etc.
We benchmark these GPUs and compare AI performance (deep learning training; FP16, FP32, PyTorch, TensorFlow), 3d rendering, Cryo-EM performance in the most popular apps (Octane, VRay, Redshift, Blender, Luxmark, Unreal Engine, Relion Cryo-EM).
Our benchmarks will help you decide which GPU (NVIDIA RTX 4090/4080, H100 Hopper, H200, A100, RTX 6000 Ada, A6000, A5000, or RTX 6000 ADA Lovelace) is the best GPU for your needs. We provide an in-depth analysis of the AI performance of each graphic card's performance so you can make the most informed decision possible. We offer deep learning and 3d rendering benchmarks that will help you get the most out of your hardware.
Looking for a GPU workstation or server for AI/ML, design, rendering, simulation or molecular dynamics? Explore BIZON AI workstations or GPU servers. Contact us today or explore our various customizable AI solutions.
Featured GPU benchmarks:
- NVIDIA H100 vs. A100 vs. RTX 6000 Ada
- NVIDIA RTX 4090 vs. RTX 4080 vs. RTX 3090
- NVIDIA RTX 3080 vs. 3080 Ti vs. RTX 3090
- NVIDIA RTX 3090 vs. NVIDIA A6000
- NVIDIA A6000 vs. A5000 vs. NVIDIA RTX 3090
- NVIDIA A100 vs. NVIDIA A6000
- NVIDIA RTX 2080 Ti vs. Titan RTX vs Quadro RTX8000
Benchmarks
Deep Learning GPU Benchmarks 2024–2025 [Updated]
Resnet50 (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
604
NVIDIA RTX A5000
1061
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
1330
NVIDIA RTX A5000
4127
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
7965
NVIDIA RTX 4070 Ti
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
232
NVIDIA RTX A5000
372
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
510
NVIDIA RTX A5000
1388
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
3299
NVIDIA RTX 4070 Ti
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
245
NVIDIA RTX A5000
430
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
539
NVIDIA RTX A5000
1673
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
3391
NVIDIA RTX 4070 Ti
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
89
NVIDIA RTX A5000
143
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
196
NVIDIA RTX A5000
533
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
1387
NVIDIA RTX 4070 Ti
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
364
NVIDIA RTX A5000
640
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
802
NVIDIA RTX A5000
2490
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
5525
NVIDIA RTX 4070 Ti
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
146
NVIDIA RTX A5000
235
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
322
NVIDIA RTX A5000
877
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
2343
NVIDIA RTX 4070 Ti
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
157
NVIDIA RTX A5000
296
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
346
NVIDIA RTX A5000
1151
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
65
NVIDIA RTX A5000
105
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
144
NVIDIA RTX A5000
392
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
216
NVIDIA RTX A5000
378
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
474
NVIDIA RTX A5000
1470
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
133
NVIDIA RTX A5000
214
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
293
NVIDIA RTX A5000
798
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Googlenet (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
2138
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
7751
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
15728
NVIDIA RTX 4070 Ti
n/a
Googlenet (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
1080
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
3866
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
7225
NVIDIA RTX 4070 Ti
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA RTX 3070
1518
NVIDIA RTX A4000
1594
NVIDIA RTX A5000
2265
NVIDIA RTX 4070 Ti
2078
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Octane
1 GPU
NVIDIA RTX 3070
465
NVIDIA RTX A4000
442
NVIDIA RTX A5000
699
NVIDIA RTX 4070 Ti
725
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Redshift
1 GPU
NVIDIA RTX 3070
4.18
NVIDIA RTX A4000
4.4
NVIDIA RTX A5000
3.06
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Blender
1 GPU
NVIDIA RTX 3070
3465.85
NVIDIA RTX A4000
3285.59
NVIDIA RTX A5000
4739.82
NVIDIA RTX 4070 Ti
7260.93
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Luxmark
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
73789
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Unreal Engine
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
26.4
NVIDIA RTX A5000
36.7
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
167.7
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
53.6
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
43.2
NVIDIA RTX 4070 Ti
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
2.05
NVIDIA RTX A5000
1.11
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
2.63
NVIDIA RTX A5000
0.6
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Performance (FP16)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
30.59
NVIDIA RTX A5000
51.17
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
102.85
NVIDIA RTX A5000
106.77
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Training Time (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
3.85
NVIDIA RTX A5000
1.36
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
4.48
NVIDIA RTX A5000
0.57
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Performance (FP32)
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
29.18
NVIDIA RTX A5000
40.44
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
105.07
NVIDIA RTX A5000
118.1
NVIDIA RTX 4070 Ti
n/a
8 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
2 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
4 GPU
NVIDIA RTX 3070
n/a
NVIDIA RTX A4000
n/a
NVIDIA RTX A5000
n/a
NVIDIA RTX 4070 Ti
n/a
Technical Specifications
Board Design
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| Length | 242 mm | 241 mm | 267 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort | 4x DisplayPort | 4x DisplayPort | 1x HDMI, 3x DisplayPort |
| Power Connectors | 1x 8-pin | 1x 6-pin | 1x 8-pin | 1x 16-pin |
| Slot width | Dual-slot | Single-slot | Dual-slot | Dual-slot |
| TDP | 220 W | 140 W | 230 W | 285 W |
Clock Speeds
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| Boost Clock | 1725 MHz | 1560 MHz | 1695 MHz | 2610 MHz |
| GPU Clock | 1500 MHz | 735 MHz | 1170 MHz | 2310 MHz |
| Memory Clock | 16000 MHz | 16000 MHz | 16000 MHz | 21000 MHz |
Graphics Card
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 4.0 x16 | PCIe 4.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 30 | Quadro (Ax000) | Quadro (Ax000) | GeForce 40 |
Graphics Features
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| DirectX | 12 Ultimate (12_2) | 12 Ultimate (12_2) | 12 Ultimate (12_2) | 12 Ultimate (12_2) |
| OpenCL | 3.0 | 3.0 | 3.0 | 3.0 |
| OpenGL | 4.6 | 4.6 | 4.6 | 4.6 |
| Shader Model | 6.6 | 6.6 | 6.6 | 6.7 |
| CUDA | 8.5 | 8.6 | 8.6 | 8.9 |
Graphics Processor
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| Architecture | Ampere | Ampere | Ampere | Ada Lovelace |
| Die Size | 450 mm2 | 392 mm2 | 628 mm2 | 295 mm2 |
| GPU Name | GA104-300-A1 | GA104 | GA102 | AD104-400-A1 |
| Process Size | 8 nm | 8 nm | 8 nm | 5 nm |
| Transistors | 18000 million | 17400 million | 28300 million | 35800 million |
Memory
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| Bandwidth | 512 GB/s | 448 GB/s | 768 GB/s | 504.2 GB/s |
| Memory Bus | 256 bit | 256 bit | 384 bit | 192 bit |
| Memory Size | 8 GB | 16 GB | 24 GB | 12 GB |
| Memory Type | GDDR6 | GDDR6 | GDDR6 | GDDR6X |
Render Config
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| ROPs | 64 | 96 | 96 | 80 |
| RT Cores | 46 | 48 | 64 | 60 |
| Shading Units/ CUDA Cores | 5888 | 6144 | 8192 | 7680 |
| TMUs | 184 | 192 | 256 | 240 |
| Tensor Cores | 184 | 192 | 256 | 240 |
Theoretical Performance
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| FP16 (half) performance | 40.63 TFLOPS | 19.17 TFLOPS | 27.77 TFLOPS | 40.09 TFLOPS |
| FP32 (float) performance | 20.31 TFLOPS | 19.17 TFLOPS | 27.77 TFLOPS | 40.09 TFLOPS |
| FP64 (double) performance | 634.8 GFLOPS | 599 GFLOPS | 867.8 GFLOPS | 626.4 GFLOPS |
| Pixel Rate | 110.4 GPixel/s | 149.8 GPixel/s | 162.7 GPixel/s | 208.8 GPixel/s |
| Texture Rate | 317.4 GTexel/s | 299.5 GTexel/s | 433.9 GTexel/s | 626.4 GTexel/s |
Price
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| MSRP | 499 $ | 999 $ | 2299 $ | 799 $ |
| Release Date | Sep 1st, 2020 | Apr 12th, 2021 | Apr 12th, 2021 | Jan 3rd, 2023 |
Test bench configuration
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details | BIZON X5000 More details | BIZON X5500 More details |
| Software | Deep learning: Nvidia Driver: 440 CUDA: 10.1 TensorFlow: 1.14 Batch size: 64 3D Rendering: Nvidia Driver: 456.38 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 | 3D Rendering: Nvidia Driver: 461.40 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 | 3D Rendering: Nvidia Driver: 461.40 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 | 3D Rendering: Nvidia Driver: VRay Benchmark: Octane Benchmark: Redshift Benchmark: Blender: Luxmark: |
Recommended hardware
| NVIDIA RTX 3070 | NVIDIA RTX A4000 | NVIDIA RTX A5000 | NVIDIA RTX 4070 Ti | |
|---|---|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 | BIZON X5500 | BIZON X5500 |
| Best NVIDIA GPU servers | BIZON X7000 | BIZON X7000 |