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NVIDIA Titan V vs NVIDIA A100 40 GB (PCIe)
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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 V
563.43
NVIDIA A100 40 GB (PCIe)
2179
4 GPU
NVIDIA Titan V
1842.55
NVIDIA A100 40 GB (PCIe)
8561
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
16797
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Titan V
854.89
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
2843.12
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Resnet50 (FP32)
1 GPU
NVIDIA Titan V
265.48
NVIDIA A100 40 GB (PCIe)
1001
4 GPU
NVIDIA Titan V
1048.65
NVIDIA A100 40 GB (PCIe)
3849
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
7557
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Titan V
289.89
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1104.2
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Resnet152 (FP16)
1 GPU
NVIDIA Titan V
246.05
NVIDIA A100 40 GB (PCIe)
930
4 GPU
NVIDIA Titan V
785.61
NVIDIA A100 40 GB (PCIe)
3557
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
6809
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Titan V
334.72
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1126.82
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Resnet152 (FP32)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
409
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
1498
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
2851
Resnet152 (FP32 XLA)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V3 (FP16)
1 GPU
NVIDIA Titan V
338.78
NVIDIA A100 40 GB (PCIe)
1283
4 GPU
NVIDIA Titan V
1189.03
NVIDIA A100 40 GB (PCIe)
5218
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
10122
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Titan V
467.06
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1692.99
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V3 (FP32)
1 GPU
NVIDIA Titan V
174.26
NVIDIA A100 40 GB (PCIe)
658
4 GPU
NVIDIA Titan V
721.22
NVIDIA A100 40 GB (PCIe)
2568
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
5058
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Titan V
188.93
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
753.58
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V4 (FP16)
1 GPU
NVIDIA Titan V
179.71
NVIDIA A100 40 GB (PCIe)
616
4 GPU
NVIDIA Titan V
651.17
NVIDIA A100 40 GB (PCIe)
2377
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
4532
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Titan V
254.52
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
912.04
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V4 (FP32)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
290
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
1031
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
1950
Inception V4 (FP32 XLA)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
VGG16 (FP16)
1 GPU
NVIDIA Titan V
304.62
NVIDIA A100 40 GB (PCIe)
1249
4 GPU
NVIDIA Titan V
666.76
NVIDIA A100 40 GB (PCIe)
4989
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
10733
VGG16 (FP16 XLA)
1 GPU
NVIDIA Titan V
374.65
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1068.33
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
VGG16 (FP32)
1 GPU
NVIDIA Titan V
156.6
NVIDIA A100 40 GB (PCIe)
529
4 GPU
NVIDIA Titan V
441.04
NVIDIA A100 40 GB (PCIe)
2215
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
4278
VGG16 (FP32 XLA)
1 GPU
NVIDIA Titan V
170.83
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
515.29
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Googlenet (FP16)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Googlenet (FP32)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA Titan V
449
NVIDIA A100 40 GB (PCIe)
1555
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Octane
1 GPU
NVIDIA Titan V
467
NVIDIA A100 40 GB (PCIe)
498
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Redshift
1 GPU
NVIDIA Titan V
7.06
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Blender
1 GPU
NVIDIA Titan V
1966.75
NVIDIA A100 40 GB (PCIe)
3788
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Luxmark
1 GPU
NVIDIA Titan V
34165
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Unreal Engine
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
178.9
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
50.3
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Performance (FP16)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Training Time (FP32)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Performance (FP32)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
2 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Technical Specifications
Board Design
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Length | 267 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort | No outputs |
| Power Connectors | 1x 6-pin + 1x 8-pin | 8-pin EPS |
| Slot width | Dual-slot | Dual-slot |
| TDP | 250 W | 250 W |
Clock Speeds
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Boost Clock | 1455 MHz | 1410 MHz |
| GPU Clock | 1200 MHz | 765 MHz |
| Memory Clock | 1696 MHz | 2400 MHz |
Graphics Card
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 10 | Tesla (Axx) |
Graphics Features
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | |
| OpenCL | 1.2 | 2.0 |
| OpenGL | 4.6 | |
| Shader Model | 6.4 | |
| CUDA | 7.0 | 8.0 |
Graphics Processor
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Architecture | Volta | Ampere |
| Die Size | 815 mm2 | 826 mm2 |
| GPU Name | GV100-400-A1 | GA100 |
| Process Size | 12 nm | 7 nm |
| Transistors | 21100 million | 54200 million |
Memory
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Bandwidth | 651.3 GB/s | 1555 GB/s |
| Memory Bus | 3072 bit | 5120 bit |
| Memory Size | 12 GB | 40 GB |
| Memory Type | HBM2 | HBM2e |
Render Config
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| ROPs | 96 | 160 |
| Shading Units/ CUDA Cores | 5120 | 6912 |
| TMUs | 320 | 432 |
| Tensor Cores | 640 | 432 |
Theoretical Performance
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| FP16 (half) performance | 29.8 TFLOPS | 77.97 TFLOPS |
| FP32 (float) performance | 14.9 TFLOPS | 19.49 TFLOPS |
| FP64 (double) performance | 7450 GFLOPS | 9746 GFLOPS |
| Pixel Rate | 139.7 GPixel/s | 225.6 GPixel/s |
| Texture Rate | 456.6 GTexel/s | 609.1 GTexel/s |
Price
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| MSRP | 2999 $ | $ |
| Release Date | Dec 7th, 2017 | Jun 22nd, 2020 |
Test bench configuration
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Hardware | BIZON X5000 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: 461.09 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 |
Recommended hardware
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | |
| Best NVIDIA GPU servers | BIZON X7000 |