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NVIDIA GTX 1080 Ti vs NVIDIA RTX 3090
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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 GTX 1080 Ti
356.36
NVIDIA RTX 3090
1071
4 GPU
NVIDIA GTX 1080 Ti
1166.17
NVIDIA RTX 3090
2922
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA GTX 1080 Ti
541.07
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
1799.44
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Resnet50 (FP32)
1 GPU
NVIDIA GTX 1080 Ti
186.96
NVIDIA RTX 3090
596
4 GPU
NVIDIA GTX 1080 Ti
663.7
NVIDIA RTX 3090
1625
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA GTX 1080 Ti
204.15
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
698.86
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP16)
1 GPU
NVIDIA GTX 1080 Ti
155.73
NVIDIA RTX 3090
491
4 GPU
NVIDIA GTX 1080 Ti
497.22
NVIDIA RTX 3090
1029
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA GTX 1080 Ti
211.85
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
713.18
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP32)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
223
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
434
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP16)
1 GPU
NVIDIA GTX 1080 Ti
214.42
NVIDIA RTX 3090
715
4 GPU
NVIDIA GTX 1080 Ti
752.55
NVIDIA RTX 3090
1720
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA GTX 1080 Ti
295.61
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
1071.51
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP32)
1 GPU
NVIDIA GTX 1080 Ti
122.72
NVIDIA RTX 3090
399
4 GPU
NVIDIA GTX 1080 Ti
456.47
NVIDIA RTX 3090
1267
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA GTX 1080 Ti
133.05
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
476.95
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP16)
1 GPU
NVIDIA GTX 1080 Ti
113.74
NVIDIA RTX 3090
383
4 GPU
NVIDIA GTX 1080 Ti
412.13
NVIDIA RTX 3090
1022
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA GTX 1080 Ti
161.09
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
577.24
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP32)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
156
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
319
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP16)
1 GPU
NVIDIA GTX 1080 Ti
192.8
NVIDIA RTX 3090
577
4 GPU
NVIDIA GTX 1080 Ti
422
NVIDIA RTX 3090
1004
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA GTX 1080 Ti
237.12
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
676.16
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP32)
1 GPU
NVIDIA GTX 1080 Ti
110.28
NVIDIA RTX 3090
341
4 GPU
NVIDIA GTX 1080 Ti
279.14
NVIDIA RTX 3090
1077
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA GTX 1080 Ti
120.3
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
326.13
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Googlenet (FP16)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Googlenet (FP32)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA GTX 1080 Ti
299
NVIDIA RTX 3090
2185
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Octane
1 GPU
NVIDIA GTX 1080 Ti
261
NVIDIA RTX 3090
769
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Redshift
1 GPU
NVIDIA GTX 1080 Ti
11.44
NVIDIA RTX 3090
2.3
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Blender
1 GPU
NVIDIA GTX 1080 Ti
877.35
NVIDIA RTX 3090
6010.36
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Luxmark
1 GPU
NVIDIA GTX 1080 Ti
15128
NVIDIA RTX 3090
95123
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Unreal Engine
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
47.6
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
165.9
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
57.1
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Performance (FP16)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Training Time (FP32)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Performance (FP32)
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
2 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA GTX 1080 Ti
n/a
NVIDIA RTX 3090
n/a
Technical Specifications
Board Design
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| Length | 267 mm | 336 mm |
| Outputs | 1x HDMI, 3x DisplayPort | 1x HDMI, 3x DisplayPort |
| Power Connectors | 1x 6-pin + 1x 8-pin | 1x 12-pin |
| Slot width | Dual-slot | Triple-slot |
| TDP | 250 W | 350 W |
Clock Speeds
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| Boost Clock | 1582 MHz | 1695 MHz |
| GPU Clock | 1481 MHz | 1395 MHz |
| Memory Clock | 11008 MHz | 19500 MHz |
Graphics Card
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 10 | GeForce 30 |
Graphics Features
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 Ultimate (12_2) |
| OpenCL | 1.2 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.4 | 6.6 |
| CUDA | 6.1 | 8.6 |
Graphics Processor
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| Architecture | Pascal | Ampere |
| Die Size | 471 mm2 | 628 mm2 |
| GPU Name | GP102-350-K1-A1 | GA102-300-A1 |
| Process Size | 16 nm | 8 nm |
| Transistors | 11800 million | 28300 million |
Memory
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| Bandwidth | 484.4 GB/s | 936.2 GB/s |
| Memory Bus | 352 bit | 384 bit |
| Memory Size | 11 GB | 24 GB |
| Memory Type | GDDR5X | GDDR6X |
Render Config
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| ROPs | 88 | 112 |
| Shading Units/ CUDA Cores | 3584 | 10496 |
| TMUs | 224 | 328 |
| RT Cores | 82 | |
| Tensor Cores | 328 |
Theoretical Performance
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| FP16 (half) performance | 0.1772 TFLOPS | 35.58 TFLOPS |
| FP32 (float) performance | 11.34 TFLOPS | 35.58 TFLOPS |
| FP64 (double) performance | 354.4 GFLOPS | 556 GFLOPS |
| Pixel Rate | 139.2 GPixel/s | 189.8 GPixel/s |
| Texture Rate | 354.4 GTexel/s | 556 GTexel/s |
Price
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| MSRP | 699 $ | 1499 $ |
| Release Date | Mar 10th, 2017 | Sep 1st, 2020 |
Test bench configuration
| NVIDIA GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| 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 GTX 1080 Ti | NVIDIA RTX 3090 | |
|---|---|---|
| Best GPU workstations | BIZON X5500 |