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NVIDIA RTX 3090 vs NVIDIA RTX A4500
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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 3090
1071
NVIDIA RTX A4500
671
4 GPU
NVIDIA RTX 3090
2922
NVIDIA RTX A4500
3176
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
5567
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX 3090
596
NVIDIA RTX A4500
346
4 GPU
NVIDIA RTX 3090
1625
NVIDIA RTX A4500
1230
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
2140
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX 3090
491
NVIDIA RTX A4500
325
4 GPU
NVIDIA RTX 3090
1029
NVIDIA RTX A4500
1321
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
2191
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX 3090
223
NVIDIA RTX A4500
131
4 GPU
NVIDIA RTX 3090
434
NVIDIA RTX A4500
510
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
899
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX 3090
715
NVIDIA RTX A4500
523
4 GPU
NVIDIA RTX 3090
1720
NVIDIA RTX A4500
2097
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
3605
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX 3090
399
NVIDIA RTX A4500
218
4 GPU
NVIDIA RTX 3090
1267
NVIDIA RTX A4500
849
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
1523
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX 3090
383
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
1022
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX 3090
156
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
319
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX 3090
577
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
1004
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX 3090
341
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
1077
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Googlenet (FP16)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
1706
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
5816
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
10815
Googlenet (FP32)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
861
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
2986
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
5306
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA RTX 3090
2185
NVIDIA RTX A4500
1945
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Octane
1 GPU
NVIDIA RTX 3090
769
NVIDIA RTX A4500
509
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Redshift
1 GPU
NVIDIA RTX 3090
2.3
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Blender
1 GPU
NVIDIA RTX 3090
6010.36
NVIDIA RTX A4500
4274.01
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Luxmark
1 GPU
NVIDIA RTX 3090
95123
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Unreal Engine
1 GPU
NVIDIA RTX 3090
47.6
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA RTX 3090
165.9
NVIDIA RTX A4500
161.2
4 GPU
NVIDIA RTX 3090
57.1
NVIDIA RTX A4500
62.9
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
43
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
0.17
Performance (FP16)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
449.09
Training Time (FP32)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
0.14
Performance (FP32)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
522.77
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
2 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
n/a
Technical Specifications
Board Design
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| Length | 336 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort | 4x DisplayPort |
| Power Connectors | 1x 12-pin | 1x 8-pin |
| Slot width | Triple-slot | Dual-slot |
| TDP | 350 W | 200 W |
Clock Speeds
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| Boost Clock | 1695 MHz | 1650 MHz |
| GPU Clock | 1395 MHz | 1050 MHz |
| Memory Clock | 19500 MHz | 16000 MHz |
Graphics Card
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 30 | Quadro (Ax000) |
Graphics Features
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| DirectX | 12 Ultimate (12_2) | 12 Ultimate (12_2) |
| OpenCL | 3.0 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.6 | 6.6 |
| CUDA | 8.6 | 8.6 |
Graphics Processor
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| Architecture | Ampere | Ampere |
| Die Size | 628 mm2 | 628 mm2 |
| GPU Name | GA102-300-A1 | GA102 |
| Process Size | 8 nm | 8 nm |
| Transistors | 28300 million | 28300 million |
Memory
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| Bandwidth | 936.2 GB/s | 640 GB/s |
| Memory Bus | 384 bit | 320 bit |
| Memory Size | 24 GB | 20 GB |
| Memory Type | GDDR6X | GDDR6 |
Render Config
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| ROPs | 112 | 96 |
| RT Cores | 82 | 56 |
| Shading Units/ CUDA Cores | 10496 | 7168 |
| TMUs | 328 | 224 |
| Tensor Cores | 328 | 224 |
Theoretical Performance
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| FP16 (half) performance | 35.58 TFLOPS | 23.65 TFLOPS |
| FP32 (float) performance | 35.58 TFLOPS | 23.65 TFLOPS |
| FP64 (double) performance | 556 GFLOPS | 739.2 GFLOPS |
| Pixel Rate | 189.8 GPixel/s | 158.4 GPixel/s |
| Texture Rate | 556 GTexel/s | 369.6 GTexel/s |
Price
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| MSRP | 1499 $ | 2499 $ |
| Release Date | Sep 1st, 2020 | Nov 23rd, 2021 |
Test bench configuration
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details |
| Software | 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 |
Recommended hardware
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 |
| Best NVIDIA GPU servers | BIZON X7000 |