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NVIDIA RTX 3080 vs NVIDIA RTX 3090
Best GPUs for Deep Learning, AI, compute in 2022 2023. Recommended GPUs. Recommended hardware for deep learning, AI research
Our deep learning, AI and 3d rendering GPU benchmarks will help you decide which NVIDIA RTX 4090, RTX 4080, RTX 3090, RTX 3080, A6000, A5000, or RTX 6000 ADA Lovelace is the best GPU for your needs. We provide in-depth analysis 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.- 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
- NVIDIA Titan RTX vs. Quadro RTX6000 vs. Quadro RTX8000
- NVIDIA GTX 1080 Ti vs RTX 2080 Ti
Benchmarks
Deep Learning GPU Benchmarks 2022-2023
Resnet50 (FP16)
1 GPU
NVIDIA RTX 3080
1022
NVIDIA RTX 3090
1071
4 GPU
NVIDIA RTX 3080
1809
NVIDIA RTX 3090
2922
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX 3080
464
NVIDIA RTX 3090
596
4 GPU
NVIDIA RTX 3080
822
NVIDIA RTX 3090
1625
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX 3080
256.9
NVIDIA RTX 3090
491
4 GPU
NVIDIA RTX 3080
454.7
NVIDIA RTX 3090
1029
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
223
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
434
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX 3080
359
NVIDIA RTX 3090
715
4 GPU
NVIDIA RTX 3080
635.5
NVIDIA RTX 3090
1720
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX 3080
280.6
NVIDIA RTX 3090
399
4 GPU
NVIDIA RTX 3080
496.7
NVIDIA RTX 3090
1267
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX 3080
192.7
NVIDIA RTX 3090
383
4 GPU
NVIDIA RTX 3080
341
NVIDIA RTX 3090
1022
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
156
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
319
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX 3080
351.9
NVIDIA RTX 3090
577
4 GPU
NVIDIA RTX 3080
622.9
NVIDIA RTX 3090
1004
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX 3080
247.6
NVIDIA RTX 3090
341
4 GPU
NVIDIA RTX 3080
438.3
NVIDIA RTX 3090
1077
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Googlenet (FP16)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Googlenet (FP32)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
3D, GPU Rendering Benchmarks 2022-2023
V-Ray
1 GPU
NVIDIA RTX 3080
1821
NVIDIA RTX 3090
2185
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Octane
1 GPU
NVIDIA RTX 3080
635
NVIDIA RTX 3090
769
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Redshift
1 GPU
NVIDIA RTX 3080
3.12
NVIDIA RTX 3090
2.3
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Blender
1 GPU
NVIDIA RTX 3080
4931.88
NVIDIA RTX 3090
6010.36
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Luxmark
1 GPU
NVIDIA RTX 3080
72914
NVIDIA RTX 3090
95123
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Unreal Engine
1 GPU
NVIDIA RTX 3080
39.7
NVIDIA RTX 3090
47.6
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
RELION Cryo-EM Benchmarks 2022-2023
Total run time
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
165.9
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
57.1
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
BERT LARGE Training, Inference Benchmark 2022-2023
Training Time (FP16)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Performance (FP16)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Training Time (FP32)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Performance (FP32)
1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 3090
n/a
Technical Specifications
Board Design
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| Length | 285 mm | 336 mm |
| Outputs | 1x HDMI, 3x DisplayPort | 1x HDMI, 3x DisplayPort |
| Power Connectors | 2x 8-pin | 1x 12-pin |
| Slot width | Dual-slot | Triple-slot |
| TDP | 320 W | 350 W |
Clock Speeds
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| Boost Clock | 1710 MHz | 1695 MHz |
| GPU Clock | 1440 MHz | 1395 MHz |
| Memory Clock | 19000 MHz | 19500 MHz |
Graphics Card
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 30 | GeForce 30 |
Graphics Features
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| DirectX | 12 Ultimate (12_2) | 12 Ultimate (12_2) |
| OpenCL | 3.0 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.6 | 6.6 |
| CUDA | 8.6 | 8.6 |
Graphics Processor
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| Architecture | Ampere | Ampere |
| Die Size | 627 mm2 | 628 mm2 |
| GPU Name | GA102-200-K1-A1 | GA102-300-A1 |
| Process Size | 8 nm | 8 nm |
| Transistors | 28000 million | 28300 million |
Memory
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| Bandwidth | 760 GB/s | 936.2 GB/s |
| Memory Bus | 320 bit | 384 bit |
| Memory Size | 10 GB | 24 GB |
| Memory Type | GDDR6X | GDDR6X |
Render Config
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| ROPs | 88 | 112 |
| RT Cores | 68 | 82 |
| Shading Units/ CUDA Cores | 8704 | 10496 |
| TMUs | 272 | 328 |
| Tensor Cores | 272 | 328 |
Theoretical Performance
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| FP16 (half) performance | 59.54 TFLOPS | 35.58 TFLOPS |
| FP32 (float) performance | 29.77 TFLOPS | 35.58 TFLOPS |
| FP64 (double) performance | 930.2 GFLOPS | 556 GFLOPS |
| Pixel Rate | 150.5 GPixel/s | 189.8 GPixel/s |
| Texture Rate | 465.1 GTexel/s | 556 GTexel/s |
Price
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| MSRP | 699 $ | 1499 $ |
| Release Date | Sep 1st, 2020 | Sep 1st, 2020 |
Test bench configuration
| NVIDIA RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details |
| Software | 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 | 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 RTX 3080 | NVIDIA RTX 3090 | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 |