GPU Benchmarks NVIDIA RTX 3090 vs. NVIDIA RTX A4500
NVIDIA RTX 3090
NVIDIA RTX A4500
Quick links:
- Benchmarks
- Specifications
- Deep Learning GPU Benchmarks 2024–2025
- 3D, GPU Rendering Benchmarks 2024–2025
- RELION Cryo-EM Benchmarks 2024-2025
- BERT LARGE Training, Inference Benchmark 2024-2025
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 NVIDIA RTX 3090 vs NVIDIA RTX A4500 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.
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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]↑
As of June 2025
Resnet50 (FP16)
1 GPU
NVIDIA RTX 3090
1071 points
NVIDIA RTX A4500
671 points
4 GPU
NVIDIA RTX 3090
2922 points
NVIDIA RTX A4500
3176 points
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
5567 points
higher is better
Resnet50 (FP32)
1 GPU
NVIDIA RTX 3090
596 points
NVIDIA RTX A4500
346 points
4 GPU
NVIDIA RTX 3090
1625 points
NVIDIA RTX A4500
1230 points
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
2140 points
higher is better
Resnet152 (FP16)
1 GPU
NVIDIA RTX 3090
491 points
NVIDIA RTX A4500
325 points
4 GPU
NVIDIA RTX 3090
1029 points
NVIDIA RTX A4500
1321 points
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
2191 points
higher is better
Resnet152 (FP32)
1 GPU
NVIDIA RTX 3090
223 points
NVIDIA RTX A4500
131 points
4 GPU
NVIDIA RTX 3090
434 points
NVIDIA RTX A4500
510 points
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
899 points
higher is better
Inception V3 (FP16)
1 GPU
NVIDIA RTX 3090
715 points
NVIDIA RTX A4500
523 points
4 GPU
NVIDIA RTX 3090
1720 points
NVIDIA RTX A4500
2097 points
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
3605 points
higher is better
Inception V3 (FP32)
1 GPU
NVIDIA RTX 3090
399 points
NVIDIA RTX A4500
218 points
4 GPU
NVIDIA RTX 3090
1267 points
NVIDIA RTX A4500
849 points
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
1523 points
higher is better
Inception V4 (FP16)
1 GPU
NVIDIA RTX 3090
383 points
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
1022 points
NVIDIA RTX A4500
n/a
higher is better
Inception V4 (FP32)
1 GPU
NVIDIA RTX 3090
156 points
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
319 points
NVIDIA RTX A4500
n/a
higher is better
VGG16 (FP16)
1 GPU
NVIDIA RTX 3090
577 points
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
1004 points
NVIDIA RTX A4500
n/a
higher is better
VGG16 (FP32)
1 GPU
NVIDIA RTX 3090
341 points
NVIDIA RTX A4500
n/a
4 GPU
NVIDIA RTX 3090
1077 points
NVIDIA RTX A4500
n/a
higher is better
Googlenet (FP16)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
1706 Img/Sec
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
5816 Img/Sec
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
10815 Img/Sec
higher is better
Googlenet (FP32)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
861 Img/Sec
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
2986 Img/Sec
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
5306 Img/Sec
higher is better
3D, GPU Rendering Benchmarks 2024–2025 [Updated]↑
As of June 2025
V-Ray
1 GPU
NVIDIA RTX 3090
2185 points
NVIDIA RTX A4500
1945 points
higher is better
Octane
1 GPU
NVIDIA RTX 3090
769 points
NVIDIA RTX A4500
509 points
higher is better
Redshift
1 GPU
NVIDIA RTX 3090
2.3 minutes
NVIDIA RTX A4500
n/a
lower is better
Blender
1 GPU
NVIDIA RTX 3090
6010.36 score
NVIDIA RTX A4500
4274.01 score
higher is better
Luxmark
1 GPU
NVIDIA RTX 3090
95123 points
NVIDIA RTX A4500
n/a
higher is better
Unreal Engine
1 GPU
NVIDIA RTX 3090
47.6 FPS
NVIDIA RTX A4500
n/a
higher is better
RELION Cryo-EM Benchmarks 2024-2025 [Updated]↑
As of June 2025
Total run time
1 GPU
NVIDIA RTX 3090
165.9 Min
NVIDIA RTX A4500
161.2 Min
4 GPU
NVIDIA RTX 3090
57.1 Min
NVIDIA RTX A4500
62.9 Min
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
43 Min
lower is better
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]↑
As of June 2025
Training Time (FP16)
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
0.17 Hrs
Seq=128, BS=4
Performance (FP16)
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
449.09 sent/sec
Seq=128, BS=4
Training Time (FP32)
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
0.14 Hrs
Seq=384, BS=8
Performance (FP32)
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A4500
522.77 sent/sec
Seq=384, BS=8
Technical Specifications
Board Design
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| Length | 13 in / 336 mm | 11 in / 267 mm | -3 in / -69 mm (-21%) |
| 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 | -150 W (-43%) |
Clock Speeds
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| Boost Clock | 1695 MHz | 1650 MHz | -45 MHz (-3%) |
| GPU Clock | 1395 MHz | 1050 MHz | -345 MHz (-25%) |
| Memory Clock | 19500 MHz | 16000 MHz | -3500 MHz (-18%) |
Graphics Card
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 4.0 x16 | - |
| Generation | GeForce 30 | Quadro (Ax000) |
Graphics Features
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| DirectX | 12 Ultimate (12_2) | 12 Ultimate (12_2) | - |
| OpenCL | 3 | 3 | - |
| OpenGL | 4.6 | 4.6 | - |
| Shader Model | 6.6 | 6.6 | - |
| CUDA | 8.6 | 8.6 | - |
Graphics Processor
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| 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 | Difference | |
|---|---|---|---|
| Bandwidth | 936.2 GB/s | 640 GB/s | -296.2 GB/s (-32%) |
| Memory Bus | 384 bit | 320 bit | -64 bit (-17%) |
| Memory Size | 24 GB | 20 GB | -4 GB (-17%) |
| Memory Type | GDDR6X | GDDR6 |
Render Config
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| ROPs | 112 | 96 | -16 (-14%) |
| RT Cores | 82 | 56 | -26 (-32%) |
| Shading Units/ CUDA Cores | 10496 | 7168 | -3328 (-32%) |
| TMUs | 328 | 224 | -104 (-32%) |
| Tensor Cores | 328 | 224 | -104 (-32%) |
Theoretical Performance
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| FP16 (half) performance | 35.58 TFLOPS | 23.65 TFLOPS | -11.93 TFLOPS (-34%) |
| FP32 (float) performance | 35.58 TFLOPS | 23.65 TFLOPS | -11.93 TFLOPS (-34%) |
| FP64 (double) performance | 556 GFLOPS | 739.2 GFLOPS | 183.2 GFLOPS (33%) |
| Pixel Rate | 189.8 GPixel/s | 158.4 GPixel/s | -31.4 GPixel/s (-17%) |
| Texture Rate | 556 GTexel/s | 369.6 GTexel/s | -186.4 GTexel/s (-34%) |
Price
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| MSRP | $1,499.00 | $2,499.00 | $1,000.00 (67%) |
| Release Date | Sep 1st, 2020 | Nov 23rd, 2021 |
Test bench configuration
| NVIDIA RTX 3090 | NVIDIA RTX A4500 | Difference | |
|---|---|---|---|
| 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 | Difference | |
|---|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 | |
| Best NVIDIA GPU servers | - | BIZON X7000 |
