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NVIDIA RTX A4500 vs NVIDIA RTX 4090
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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 AI GPU Benchmarks 2025 [Updated]
Resnet50 (FP16)
1 GPU
NVIDIA RTX A4500
671
NVIDIA RTX 4090
1720
4 GPU
NVIDIA RTX A4500
3176
NVIDIA RTX 4090
5934
8 GPU
NVIDIA RTX A4500
5567
NVIDIA RTX 4090
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX A4500
346
NVIDIA RTX 4090
927
4 GPU
NVIDIA RTX A4500
1230
NVIDIA RTX 4090
1715
8 GPU
NVIDIA RTX A4500
2140
NVIDIA RTX 4090
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX A4500
325
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
1321
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
2191
NVIDIA RTX 4090
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX A4500
131
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
510
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
899
NVIDIA RTX 4090
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX A4500
523
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
2097
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
3605
NVIDIA RTX 4090
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX A4500
218
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
849
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
1523
NVIDIA RTX 4090
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Googlenet (FP16)
1 GPU
NVIDIA RTX A4500
1706
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
5816
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
10815
NVIDIA RTX 4090
n/a
Googlenet (FP32)
1 GPU
NVIDIA RTX A4500
861
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
2986
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
5306
NVIDIA RTX 4090
n/a
(copy)
3D, GPU Rendering Benchmarks 2025 [Updated]
V-Ray
1 GPU
NVIDIA RTX A4500
1945
NVIDIA RTX 4090
5556
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Octane
1 GPU
NVIDIA RTX A4500
509
NVIDIA RTX 4090
1445
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Redshift
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
1.16
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Blender
1 GPU
NVIDIA RTX A4500
4274.01
NVIDIA RTX 4090
12123.96
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Luxmark
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
158815
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Unreal Engine
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
92.1
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
RELION Cryo-EM Benchmarks 2025 [Updated]
Total run time
1 GPU
NVIDIA RTX A4500
161.2
NVIDIA RTX 4090
105.2
4 GPU
NVIDIA RTX A4500
62.9
NVIDIA RTX 4090
53.2
8 GPU
NVIDIA RTX A4500
43
NVIDIA RTX 4090
n/a
BERT LARGE Training, Inference Benchmark 2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
0.17
NVIDIA RTX 4090
n/a
Performance (FP16)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
449.09
NVIDIA RTX 4090
n/a
Training Time (FP32)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
0.14
NVIDIA RTX 4090
n/a
Performance (FP32)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
522.77
NVIDIA RTX 4090
n/a
LLM Inference Benchmark 2025 [Updated]
Llama3.1 70B
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
10
2 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
20.3
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
20
Llama3.1 405B
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
2 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
OpenAI gpt-oss-20b (FP4)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
OpenAI gpt-oss-120b (FP4)
1 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA RTX A4500
n/a
NVIDIA RTX 4090
n/a
Technical Specifications
Board Design
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| Length | 267 mm | 336 mm |
| Outputs | 4x DisplayPort | 1x HDMI, 3x DisplayPort |
| Power Connectors | 1x 8-pin | 1x 16-pin |
| Slot width | Dual-slot | Triple-slot |
| TDP | 200 W | 450 W |
Clock Speeds
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| Boost Clock | 1650 MHz | 2520 MHz |
| GPU Clock | 1050 MHz | 2235 MHz |
| Memory Clock | 16000 MHz | 21200 MHz |
Graphics Card
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 4.0 x16 |
| Generation | Quadro (Ax000) | GeForce 40 |
Graphics Features
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| DirectX | 12 Ultimate (12_2) | 12 Ultimate (12_2) |
| OpenCL | 3.0 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.6 | 6.7 |
| CUDA | 8.6 | 8.9 |
Graphics Processor
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| Architecture | Ampere | Ada Lovelace |
| Die Size | 628 mm2 | 608 mm2 |
| GPU Name | GA102 | AD102-300-A1 |
| Process Size | 8 nm | 5 nm |
| Transistors | 28300 million | 76300 million |
Memory
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| Bandwidth | 640 GB/s | 1018 GB/s |
| Memory Bus | 320 bit | 384 bit |
| Memory Size | 20 GB | 24 GB |
| Memory Type | GDDR6 | GDDR6X |
Render Config
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| ROPs | 96 | 192 |
| RT Cores | 56 | 128 |
| Shading Units/ CUDA Cores | 7168 | 16384 |
| TMUs | 224 | 512 |
| Tensor Cores | 224 | 512 |
Theoretical Performance
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| FP16 (half) performance | 23.65 TFLOPS | 82.58 TFLOPS |
| FP32 (float) performance | 23.65 TFLOPS | 82.58 TFLOPS |
| FP64 (double) performance | 739.2 GFLOPS | 1290 GFLOPS |
| Pixel Rate | 158.4 GPixel/s | 483.8 GPixel/s |
| Texture Rate | 369.6 GTexel/s | 1290 GTexel/s |
Price
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| MSRP | 2499 $ | 1599 $ |
| Release Date | Nov 23rd, 2021 | Oct 12th, 2022 |
Test bench configuration
| NVIDIA RTX A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5500 More details |
| Software | 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 A4500 | NVIDIA RTX 4090 | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 |
| Best NVIDIA GPU servers | BIZON X7000 |