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NVIDIA Quadro RTX 5000 vs NVIDIA RTX 3080
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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 Quadro RTX 5000
n/a
NVIDIA RTX 3080
1022
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
1809
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Resnet50 (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
464
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
822
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Resnet152 (FP16)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
256.9
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
454.7
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Resnet152 (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V3 (FP16)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
359
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
635.5
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V3 (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
280.6
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
496.7
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V4 (FP16)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
192.7
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
341
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V4 (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
VGG16 (FP16)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
351.9
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
622.9
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
VGG16 (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
247.6
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
438.3
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Googlenet (FP16)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Googlenet (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA Quadro RTX 5000
252
NVIDIA RTX 3080
1821
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Octane
1 GPU
NVIDIA Quadro RTX 5000
224
NVIDIA RTX 3080
635
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Redshift
1 GPU
NVIDIA Quadro RTX 5000
12.09
NVIDIA RTX 3080
3.12
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Blender
1 GPU
NVIDIA Quadro RTX 5000
2251.55
NVIDIA RTX 3080
4931.88
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Luxmark
1 GPU
NVIDIA Quadro RTX 5000
19427
NVIDIA RTX 3080
72914
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Unreal Engine
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
39.7
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Performance (FP16)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Training Time (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Performance (FP32)
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
8 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
2 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
4 GPU
NVIDIA Quadro RTX 5000
n/a
NVIDIA RTX 3080
n/a
Technical Specifications
Board Design
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| Length | 267 mm | 285 mm |
| Outputs | 4x DisplayPort, 1x USB Type-C | 1x HDMI, 3x DisplayPort |
| Power Connectors | 1x 6-pin + 1x 8-pin | 2x 8-pin |
| Slot width | Dual-slot | Dual-slot |
| TDP | 230 W | 320 W |
Clock Speeds
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| Boost Clock | 1815 MHz | 1710 MHz |
| GPU Clock | 1620 MHz | 1440 MHz |
| Memory Clock | 14000 MHz | 19000 MHz |
Graphics Card
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 4.0 x16 |
| Generation | Quadro RTX | GeForce 30 |
Graphics Features
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 Ultimate (12_2) |
| OpenCL | 1.2 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.5 | 6.6 |
| CUDA | 7.5 | 8.6 |
Graphics Processor
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| Architecture | Turing | Ampere |
| Die Size | 545 mm2 | 627 mm2 |
| GPU Name | TU104-875-A1 | GA102-200-K1-A1 |
| Process Size | 12 nm | 8 nm |
| Transistors | 13600 million | 28000 million |
Memory
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| Bandwidth | 448 GB/s | 760 GB/s |
| Memory Bus | 256 bit | 320 bit |
| Memory Size | 16 GB | 10 GB |
| Memory Type | GDDR6 | GDDR6X |
Render Config
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| ROPs | 64 | 88 |
| RT Cores | 48 | 68 |
| Shading Units/ CUDA Cores | 3072 | 8704 |
| TMUs | 192 | 272 |
| Tensor Cores | 384 | 272 |
Theoretical Performance
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| FP16 (half) performance | 22.3 TFLOPS | 59.54 TFLOPS |
| FP32 (float) performance | 11.15 TFLOPS | 29.77 TFLOPS |
| FP64 (double) performance | 348.5 GFLOPS | 930.2 GFLOPS |
| Pixel Rate | 116.2 GPixel/s | 150.5 GPixel/s |
| Texture Rate | 348.5 GTexel/s | 465.1 GTexel/s |
Price
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| MSRP | 2299 $ | 699 $ |
| Release Date | Aug 13th, 2018 | Sep 1st, 2020 |
Test bench configuration
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| Hardware | BIZON G3000 More details | BIZON X5000 More details |
| Software | Deep learning: Nvidia Driver: 440 CUDA: 10.1 TensorFlow: 1.14 Batch size: 64 3D Rendering: Nvidia Driver: 442.19 VRay Benchmark: 4.10.3 Octane Benchmark: 4.00 Redshift Benchmark: 3.0.x Blender: 2.81 Luxmark: 3.1 | 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 |
Recommended hardware
| NVIDIA Quadro RTX 5000 | NVIDIA RTX 3080 | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 |
| Best NVIDIA GPU servers | BIZON X7000 |