GPU Benchmarks NVIDIA Titan V vs. NVIDIA A100 40 GB (PCIe)
NVIDIA Titan V
NVIDIA A100 40 GB (PCIe)
Quick links:
- Benchmarks
- Specifications
- Deep Learning GPU Benchmarks 2024–2025
- 3D, GPU Rendering Benchmarks 2024–2025
- RELION Cryo-EM Benchmarks 2024-2025
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 NVIDIA Titan V vs NVIDIA A100 40 GB (PCIe) 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.
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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]↑
As of May 2025
Resnet50 (FP16)
1 GPU
NVIDIA Titan V
563.43 points
NVIDIA A100 40 GB (PCIe)
2179 points
4 GPU
NVIDIA Titan V
1842.55 points
NVIDIA A100 40 GB (PCIe)
8561 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
16797 points
higher is better
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Titan V
854.89 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
2843.12 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
Resnet50 (FP32)
1 GPU
NVIDIA Titan V
265.48 points
NVIDIA A100 40 GB (PCIe)
1001 points
4 GPU
NVIDIA Titan V
1048.65 points
NVIDIA A100 40 GB (PCIe)
3849 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
7557 points
higher is better
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Titan V
289.89 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1104.2 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
Resnet152 (FP16)
1 GPU
NVIDIA Titan V
246.05 points
NVIDIA A100 40 GB (PCIe)
930 points
4 GPU
NVIDIA Titan V
785.61 points
NVIDIA A100 40 GB (PCIe)
3557 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
6809 points
higher is better
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Titan V
334.72 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1126.82 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
Resnet152 (FP32)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
409 points
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
1498 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
2851 points
higher is better
Inception V3 (FP16)
1 GPU
NVIDIA Titan V
338.78 points
NVIDIA A100 40 GB (PCIe)
1283 points
4 GPU
NVIDIA Titan V
1189.03 points
NVIDIA A100 40 GB (PCIe)
5218 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
10122 points
higher is better
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Titan V
467.06 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1692.99 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
Inception V3 (FP32)
1 GPU
NVIDIA Titan V
174.26 points
NVIDIA A100 40 GB (PCIe)
658 points
4 GPU
NVIDIA Titan V
721.22 points
NVIDIA A100 40 GB (PCIe)
2568 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
5058 points
higher is better
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Titan V
188.93 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
753.58 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
Inception V4 (FP16)
1 GPU
NVIDIA Titan V
179.71 points
NVIDIA A100 40 GB (PCIe)
616 points
4 GPU
NVIDIA Titan V
651.17 points
NVIDIA A100 40 GB (PCIe)
2377 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
4532 points
higher is better
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Titan V
254.52 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
912.04 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
Inception V4 (FP32)
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
290 points
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
1031 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
1950 points
higher is better
VGG16 (FP16)
1 GPU
NVIDIA Titan V
304.62 points
NVIDIA A100 40 GB (PCIe)
1249 points
4 GPU
NVIDIA Titan V
666.76 points
NVIDIA A100 40 GB (PCIe)
4989 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
10733 points
higher is better
VGG16 (FP16 XLA)
1 GPU
NVIDIA Titan V
374.65 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
1068.33 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
VGG16 (FP32)
1 GPU
NVIDIA Titan V
156.6 points
NVIDIA A100 40 GB (PCIe)
529 points
4 GPU
NVIDIA Titan V
441.04 points
NVIDIA A100 40 GB (PCIe)
2215 points
8 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
4278 points
higher is better
VGG16 (FP32 XLA)
1 GPU
NVIDIA Titan V
170.83 points
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA Titan V
515.29 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
3D, GPU Rendering Benchmarks 2024–2025 [Updated]↑
As of May 2025
V-Ray
1 GPU
NVIDIA Titan V
449 points
NVIDIA A100 40 GB (PCIe)
1555 points
higher is better
Octane
1 GPU
NVIDIA Titan V
467 points
NVIDIA A100 40 GB (PCIe)
498 points
higher is better
Redshift
1 GPU
NVIDIA Titan V
7.06 minutes
NVIDIA A100 40 GB (PCIe)
n/a
lower is better
Blender
1 GPU
NVIDIA Titan V
1966.75 score
NVIDIA A100 40 GB (PCIe)
3788 score
higher is better
Luxmark
1 GPU
NVIDIA Titan V
34165 points
NVIDIA A100 40 GB (PCIe)
n/a
higher is better
RELION Cryo-EM Benchmarks 2024-2025 [Updated]↑
As of May 2025
Total run time
1 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
178.9 Min
4 GPU
NVIDIA Titan V
n/a
NVIDIA A100 40 GB (PCIe)
50.3 Min
lower is better
Technical Specifications
Board Design
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| Length | 11 in / 267 mm | 11 in / 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) | Difference | |
|---|---|---|---|
| Boost Clock | 1455 MHz | 1410 MHz | -45 MHz (-3%) |
| GPU Clock | 1200 MHz | 765 MHz | -435 MHz (-36%) |
| Memory Clock | 1696 MHz | 2400 MHz | 704 MHz (42%) |
Graphics Card
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| 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) | Difference | |
|---|---|---|---|
| DirectX | 12 Ultimate (12_1) | - | |
| OpenCL | 1.2 | 2 | |
| OpenGL | 4.6 | - | |
| Shader Model | 6.4 | - | |
| CUDA | 7 | 8 |
Graphics Processor
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| Architecture | Volta | Ampere | |
| Die Size | 815 mm2 | 826 mm2 | 11 mm2 (1%) |
| GPU Name | GV100-400-A1 | GA100 | |
| Process Size | 12 nm | 7 nm | -5 nm (-42%) |
| Transistors | 21100 million | 54200 million | 33100 million (157%) |
Memory
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| Bandwidth | 651.3 GB/s | 1555 GB/s | 903.7 GB/s (139%) |
| Memory Bus | 3072 bit | 5120 bit | 2048 bit (67%) |
| Memory Size | 12 GB | 40 GB | 28 GB (233%) |
| Memory Type | HBM2 | HBM2e |
Render Config
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| ROPs | 96 | 160 | 64 (67%) |
| Shading Units/ CUDA Cores | 5120 | 6912 | 1792 (35%) |
| TMUs | 320 | 432 | 112 (35%) |
| Tensor Cores | 640 | 432 | -208 (-32%) |
Theoretical Performance
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| FP16 (half) performance | 29.8 TFLOPS | 77.97 TFLOPS | 48.17 TFLOPS (162%) |
| FP32 (float) performance | 14.9 TFLOPS | 19.49 TFLOPS | 4.59 TFLOPS (31%) |
| FP64 (double) performance | 7450 GFLOPS | 9746 GFLOPS | 2296 GFLOPS (31%) |
| Pixel Rate | 139.7 GPixel/s | 225.6 GPixel/s | 85.9 GPixel/s (61%) |
| Texture Rate | 456.6 GTexel/s | 609.1 GTexel/s | 152.5 GTexel/s (33%) |
Price
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| MSRP | $2,999.00 | - | |
| Release Date | Dec 7th, 2017 | Jun 22nd, 2020 |
Test bench configuration
| NVIDIA Titan V | NVIDIA A100 40 GB (PCIe) | Difference | |
|---|---|---|---|
| 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) | Difference | |
|---|---|---|---|
| Best GPU workstations | - | BIZON X5500 | |
| Best NVIDIA GPU servers | - | BIZON X7000 |
