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NVIDIA RTX 2080 Ti vs NVIDIA GTX 1080 Ti
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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 2023–2024 [Updated]
Resnet50 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
488.56
NVIDIA GTX 1080 Ti
356.36
4 GPU
NVIDIA RTX 2080 Ti
1597.66
NVIDIA GTX 1080 Ti
1166.17
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
741.26
NVIDIA GTX 1080 Ti
541.07
4 GPU
NVIDIA RTX 2080 Ti
2465.23
NVIDIA GTX 1080 Ti
1799.44
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
302.88
NVIDIA GTX 1080 Ti
186.96
4 GPU
NVIDIA RTX 2080 Ti
1075.19
NVIDIA GTX 1080 Ti
663.7
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
330.72
NVIDIA GTX 1080 Ti
204.15
4 GPU
NVIDIA RTX 2080 Ti
1132.16
NVIDIA GTX 1080 Ti
698.86
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
213.35
NVIDIA GTX 1080 Ti
155.73
4 GPU
NVIDIA RTX 2080 Ti
681.19
NVIDIA GTX 1080 Ti
497.22
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
290.23
NVIDIA GTX 1080 Ti
211.85
4 GPU
NVIDIA RTX 2080 Ti
977.06
NVIDIA GTX 1080 Ti
713.18
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
293.76
NVIDIA GTX 1080 Ti
214.42
4 GPU
NVIDIA RTX 2080 Ti
1031
NVIDIA GTX 1080 Ti
752.55
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
404.99
NVIDIA GTX 1080 Ti
295.61
4 GPU
NVIDIA RTX 2080 Ti
1467.97
NVIDIA GTX 1080 Ti
1071.51
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
198.81
NVIDIA GTX 1080 Ti
122.72
4 GPU
NVIDIA RTX 2080 Ti
739.49
NVIDIA GTX 1080 Ti
456.47
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
215.54
NVIDIA GTX 1080 Ti
133.05
4 GPU
NVIDIA RTX 2080 Ti
772.66
NVIDIA GTX 1080 Ti
476.95
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
155.84
NVIDIA GTX 1080 Ti
113.74
4 GPU
NVIDIA RTX 2080 Ti
564.62
NVIDIA GTX 1080 Ti
412.13
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
220.7
NVIDIA GTX 1080 Ti
161.09
4 GPU
NVIDIA RTX 2080 Ti
790.82
NVIDIA GTX 1080 Ti
577.24
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
264.14
NVIDIA GTX 1080 Ti
192.8
4 GPU
NVIDIA RTX 2080 Ti
578.14
NVIDIA GTX 1080 Ti
422
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
324.85
NVIDIA GTX 1080 Ti
237.12
4 GPU
NVIDIA RTX 2080 Ti
926.34
NVIDIA GTX 1080 Ti
676.16
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
178.65
NVIDIA GTX 1080 Ti
110.28
4 GPU
NVIDIA RTX 2080 Ti
452.2
NVIDIA GTX 1080 Ti
279.14
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
194.89
NVIDIA GTX 1080 Ti
120.3
4 GPU
NVIDIA RTX 2080 Ti
528.33
NVIDIA GTX 1080 Ti
326.13
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Googlenet (FP16)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Googlenet (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
3D, GPU Rendering Benchmarks 2023–2024 [Updated]
V-Ray
1 GPU
NVIDIA RTX 2080 Ti
345
NVIDIA GTX 1080 Ti
299
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Octane
1 GPU
NVIDIA RTX 2080 Ti
368
NVIDIA GTX 1080 Ti
261
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Redshift
1 GPU
NVIDIA RTX 2080 Ti
8.38
NVIDIA GTX 1080 Ti
11.44
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Blender
1 GPU
NVIDIA RTX 2080 Ti
3163.85
NVIDIA GTX 1080 Ti
877.35
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Luxmark
1 GPU
NVIDIA RTX 2080 Ti
33195
NVIDIA GTX 1080 Ti
15128
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Unreal Engine
1 GPU
NVIDIA RTX 2080 Ti
30.1
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
RELION Cryo-EM Benchmarks 2023-2024 [Updated]
Total run time
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
BERT LARGE Training, Inference Benchmark 2023-2024 [Updated]
Training Time (FP16)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Performance (FP16)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Training Time (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Performance (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA GTX 1080 Ti
n/a
Technical Specifications
Board Design
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| Length | 267 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort, 1x USB Type-C | 1x HDMI, 3x DisplayPort |
| Power Connectors | 2x 8-pin | 1x 6-pin + 1x 8-pin |
| Slot width | Dual-slot | Dual-slot |
| TDP | 250 W | 250 W |
Clock Speeds
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| Boost Clock | 1545 MHz | 1582 MHz |
| GPU Clock | 1350 MHz | 1481 MHz |
| Memory Clock | 14000 MHz | 11008 MHz |
Graphics Card
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 3.0 x16 |
| Generation | GeForce 20 | GeForce 10 |
Graphics Features
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 Ultimate (12_1) |
| OpenCL | 2.0 | 1.2 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.5 | 6.4 |
| CUDA | 7.5 | 6.1 |
Graphics Processor
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| Architecture | Turing | Pascal |
| Die Size | 754 mm2 | 471 mm2 |
| GPU Name | TU102-300A-K1-A1 | GP102-350-K1-A1 |
| Process Size | 12 nm | 16 nm |
| Transistors | 18600 million | 11800 million |
Memory
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| Bandwidth | 616 GB/s | 484.4 GB/s |
| Memory Bus | 352 bit | 352 bit |
| Memory Size | 11 GB | 11 GB |
| Memory Type | GDDR6 | GDDR5X |
Render Config
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| ROPs | 88 | 88 |
| RT Cores | 68 | |
| Shading Units/ CUDA Cores | 4352 | 3584 |
| TMUs | 272 | 224 |
| Tensor Cores | 544 |
Theoretical Performance
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| FP16 (half) performance | 26.9 TFLOPS | 0.1772 TFLOPS |
| FP32 (float) performance | 13.45 TFLOPS | 11.34 TFLOPS |
| FP64 (double) performance | 420.2 GFLOPS | 354.4 GFLOPS |
| Pixel Rate | 136 GPixel/s | 139.2 GPixel/s |
| Texture Rate | 420.2 GTexel/s | 354.4 GTexel/s |
Price
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| MSRP | 1199 $ | 699 $ |
| Release Date | Sep 20th, 2018 | Mar 10th, 2017 |
Test bench configuration
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| Hardware | 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 | 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 |
Recommended hardware
| NVIDIA RTX 2080 Ti | NVIDIA GTX 1080 Ti | |
|---|---|---|
| Best GPU workstations | BIZON X5500 |