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NVIDIA Titan RTX vs NVIDIA A30
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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 Titan RTX
599.29
NVIDIA A30
1165
4 GPU
NVIDIA Titan RTX
1793.02
NVIDIA A30
4878
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
8706
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
938.63
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
3015.66
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Resnet50 (FP32)
1 GPU
NVIDIA Titan RTX
330.9
NVIDIA A30
486
4 GPU
NVIDIA Titan RTX
1111.27
NVIDIA A30
1876
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
3354
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
364.35
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1231.15
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Resnet152 (FP16)
1 GPU
NVIDIA Titan RTX
267.62
NVIDIA A30
523
4 GPU
NVIDIA Titan RTX
751.47
NVIDIA A30
2116
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
3703
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
369.05
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1205.22
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Resnet152 (FP32)
1 GPU
NVIDIA Titan RTX
139.43
NVIDIA A30
216
4 GPU
NVIDIA Titan RTX
450.18
NVIDIA A30
825
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
1464
Resnet152 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
147.6
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
502.34
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Inception V3 (FP16)
1 GPU
NVIDIA Titan RTX
374
NVIDIA A30
761
4 GPU
NVIDIA Titan RTX
1226.21
NVIDIA A30
2939
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
5291
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
543.32
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1901.16
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Inception V3 (FP32)
1 GPU
NVIDIA Titan RTX
226.3
NVIDIA A30
335
4 GPU
NVIDIA Titan RTX
814.29
NVIDIA A30
1306
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
2323
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
244.12
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
967.93
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Inception V4 (FP16)
1 GPU
NVIDIA Titan RTX
200.71
NVIDIA A30
345
4 GPU
NVIDIA Titan RTX
664.39
NVIDIA A30
1391
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
298.5
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1042.2
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Inception V4 (FP32)
1 GPU
NVIDIA Titan RTX
111.56
NVIDIA A30
148
4 GPU
NVIDIA Titan RTX
394.81
NVIDIA A30
571
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
118.83
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
427.81
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
VGG16 (FP16)
1 GPU
NVIDIA Titan RTX
366.59
NVIDIA A30
441
4 GPU
NVIDIA Titan RTX
518.28
NVIDIA A30
1777
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
504.48
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
1235.83
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
VGG16 (FP32)
1 GPU
NVIDIA Titan RTX
199.68
NVIDIA A30
303
4 GPU
NVIDIA Titan RTX
400.25
NVIDIA A30
1164
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
218.47
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
559.34
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Googlenet (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
2050
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
8119
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
14836
Googlenet (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
1081
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
4063
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
7844
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA Titan RTX
382
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Octane
1 GPU
NVIDIA Titan RTX
377
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Redshift
1 GPU
NVIDIA Titan RTX
8.2
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Blender
1 GPU
NVIDIA Titan RTX
3434.73
NVIDIA A30
2141.39
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Luxmark
1 GPU
NVIDIA Titan RTX
36654
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Unreal Engine
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Performance (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Training Time (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Performance (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
2 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA A30
n/a
Technical Specifications
Board Design
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| Length | 267 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort, 1x USB Type-C | No outputs |
| Power Connectors | 2x 8-pin | 8-pin EPS |
| Slot width | Dual-slot | Dual-slot |
| TDP | 280 W | 165 W |
Clock Speeds
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| Boost Clock | 1770 MHz | 1440 MHz |
| GPU Clock | 1350 MHz | 930 MHz |
| Memory Clock | 14000 MHz | 2400 MHz |
Graphics Card
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 20 | Tesla (Axx) |
Graphics Features
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | - |
| OpenCL | 2.0 | 3.0 |
| OpenGL | 4.6 | - |
| Shader Model | 6.5 | - |
| CUDA | 7.5 | 8.0 |
Graphics Processor
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| Architecture | Turing | Ampere |
| Die Size | 754 mm2 | 826 mm2 |
| GPU Name | TU102-400-A1 | GA100 |
| Process Size | 12 nm | 7 nm |
| Transistors | 18600 million | 54200 million |
Memory
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| Bandwidth | 672 GB/s | 933.1 GB/s |
| Memory Bus | 384 bit | 3072 bit |
| Memory Size | 24 GB | 24 GB |
| Memory Type | GDDR6 | HBM2 |
Render Config
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| ROPs | 96 | 96 |
| RT Cores | 72 | |
| Shading Units/ CUDA Cores | 4608 | 3584 |
| TMUs | 288 | 224 |
| Tensor Cores | 576 | 224 |
Theoretical Performance
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| FP16 (half) performance | 32.62 TFLOPS | 10.32 TFLOPS |
| FP32 (float) performance | 16.31 TFLOPS | 10.32 TFLOPS |
| FP64 (double) performance | 509.8 GFLOPS | 5161 GFLOPS |
| Pixel Rate | 169.9 GPixel/s | 138.2 GPixel/s |
| Texture Rate | 509.8 GTexel/s | 322.6 GTexel/s |
Price
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| MSRP | 2499 $ | $ |
| Release Date | Dec 18th, 2018 | Apr 12th, 2021 |
Test bench configuration
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| Hardware | BIZON ZX5000 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: 461.40 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 |
Recommended hardware
| NVIDIA Titan RTX | NVIDIA A30 | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 |
| Best NVIDIA GPU servers | BIZON X7000 |