Compare
NVIDIA Quadro RTX 8000 vs NVIDIA GTX 1080 vs NVIDIA RTX 2060 Super
Quick links:
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 8000
571.49
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1933.29
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 8000
903.51
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
3084.11
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Resnet50 (FP32)
1 GPU
NVIDIA Quadro RTX 8000
369.64
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1180.79
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 8000
350.23
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1244.23
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Resnet152 (FP16)
1 GPU
NVIDIA Quadro RTX 8000
253.91
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
882.63
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 8000
355.48
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1213.04
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Resnet152 (FP32)
1 GPU
NVIDIA Quadro RTX 8000
130.9
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
482.25
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 8000
140.65
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
502.4
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V3 (FP16)
1 GPU
NVIDIA Quadro RTX 8000
350.25
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1247.69
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 8000
511
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1877.79
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V3 (FP32)
1 GPU
NVIDIA Quadro RTX 8000
210.81
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
779.33
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 8000
228.5
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
847.31
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V4 (FP16)
1 GPU
NVIDIA Quadro RTX 8000
185.84
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
672.85
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 8000
280.98
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1023.63
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V4 (FP32)
1 GPU
NVIDIA Quadro RTX 8000
102.88
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
387.63
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 8000
109.39
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
408.84
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
VGG16 (FP16)
1 GPU
NVIDIA Quadro RTX 8000
349.14
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
782.19
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA Quadro RTX 8000
475.88
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
1397.85
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
VGG16 (FP32)
1 GPU
NVIDIA Quadro RTX 8000
190.63
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
537.38
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA Quadro RTX 8000
210.58
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
624.84
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Googlenet (FP16)
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Googlenet (FP32)
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA Quadro RTX 8000
373
NVIDIA GTX 1080
219
NVIDIA RTX 2060 Super
285
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Octane
1 GPU
NVIDIA Quadro RTX 8000
323
NVIDIA GTX 1080
177
NVIDIA RTX 2060 Super
228
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Redshift
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
16
NVIDIA RTX 2060 Super
12.17
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Blender
1 GPU
NVIDIA Quadro RTX 8000
3405.61
NVIDIA GTX 1080
614.25
NVIDIA RTX 2060 Super
2281.94
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Luxmark
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
10027
NVIDIA RTX 2060 Super
18730
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Unreal Engine
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Performance (FP16)
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Training Time (FP32)
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Performance (FP32)
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
8 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
2 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
4 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA GTX 1080
n/a
NVIDIA RTX 2060 Super
n/a
Technical Specifications
Board Design
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| Length | 267 mm | 267 mm | 229 mm |
| Outputs | 4x DisplayPort, 1x USB Type-C | 1x DVI, 1x HDMI, 3x DisplayPort | 1x DVI, 1x HDMI, 2x DisplayPort, 1x USB Type-C |
| Power Connectors | 1x 6-pin + 1x 8-pin | 1x 8-pin | 1x 8-pin |
| Slot width | Dual-slot | Dual-slot | Dual-slot |
| TDP | 260 W | 180 W | 175 W |
Clock Speeds
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| Boost Clock | 1770 MHz | 1733 MHz | 1650 MHz |
| GPU Clock | 1395 MHz | 1607 MHz | 1470 MHz |
| Memory Clock | 14000 MHz | 10008 MHz | 14000 MHz |
Graphics Card
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 3.0 x16 | PCIe 3.0 x16 |
| Generation | Quadro RTX | GeForce 10 | GeForce 20 |
Graphics Features
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 (11_1) | 12 Ultimate (12_1) |
| OpenCL | 2.0 | 1.2 | 1.2 |
| OpenGL | 4.6 | 4.6 | 4.6 |
| Shader Model | 6.5 | 6.4 | 6.5 |
| CUDA | 7.5 | 6.1 | 7.5 |
Graphics Processor
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| Architecture | Turing | Pascal | Turing |
| Die Size | 754 mm2 | 314 mm2 | 445 mm2 |
| GPU Name | TU102-875-A1 | GP104-400-A1 | TU106-410-A1 |
| Process Size | 12 nm | 16 nm | 12 nm |
| Transistors | 18600 million | 7200 million | 10800 million |
Memory
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| Bandwidth | 672 GB/s | 320.3 GB/s | 448 GB/s |
| Memory Bus | 384 bit | 256 bit | 256 bit |
| Memory Size | 48 GB | 8 GB | 8 GB |
| Memory Type | GDDR6 | GDDR5X | GDDR6 |
Render Config
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| ROPs | 96 | 64 | 64 |
| RT Cores | 72 | 34 | |
| Shading Units/ CUDA Cores | 4608 | 2560 | 2176 |
| TMUs | 288 | 160 | 136 |
| Tensor Cores | 576 | 272 |
Theoretical Performance
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| FP16 (half) performance | 32.62 TFLOPS | 0.1386 TFLOPS | 14.36 TFLOPS |
| FP32 (float) performance | 16.31 TFLOPS | 8.873 TFLOPS | 7.181 TFLOPS |
| FP64 (double) performance | 509.8 GFLOPS | 277.3 GFLOPS | 224.4 GFLOPS |
| Pixel Rate | 169.9 GPixel/s | 110.9 GPixel/s | 105.6 GPixel/s |
| Texture Rate | 509.8 GTexel/s | 277.3 GTexel/s | 224.4 GTexel/s |
Price
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| MSRP | 5499 $ | 599 $ | 399 $ |
| Release Date | Aug 13th, 2018 | May 27th, 2016 | Jul 9th, 2019 |
Test bench configuration
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| Hardware | BIZON G3000 More details | BIZON G3000 More details | BIZON G3000 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: 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: 442.19 VRay Benchmark: 4.10.3 Octane Benchmark: 4.00 Redshift Benchmark: 3.0.x Blender: 2.81 Luxmark: 3.1 |
Recommended hardware
| NVIDIA Quadro RTX 8000 | NVIDIA GTX 1080 | NVIDIA RTX 2060 Super | |
|---|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 | |
| Best NVIDIA GPU servers | BIZON X7000 |