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NVIDIA Titan RTX vs NVIDIA T400
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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 T400
n/a
4 GPU
NVIDIA Titan RTX
1793.02
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
938.63
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
3015.66
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Resnet50 (FP32)
1 GPU
NVIDIA Titan RTX
330.9
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
1111.27
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
364.35
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
1231.15
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Resnet152 (FP16)
1 GPU
NVIDIA Titan RTX
267.62
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
751.47
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
369.05
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
1205.22
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Resnet152 (FP32)
1 GPU
NVIDIA Titan RTX
139.43
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
450.18
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
147.6
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
502.34
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V3 (FP16)
1 GPU
NVIDIA Titan RTX
374
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
1226.21
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
543.32
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
1901.16
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V3 (FP32)
1 GPU
NVIDIA Titan RTX
226.3
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
814.29
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
244.12
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
967.93
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V4 (FP16)
1 GPU
NVIDIA Titan RTX
200.71
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
664.39
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
298.5
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
1042.2
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V4 (FP32)
1 GPU
NVIDIA Titan RTX
111.56
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
394.81
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
118.83
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
427.81
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
VGG16 (FP16)
1 GPU
NVIDIA Titan RTX
366.59
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
518.28
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
504.48
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
1235.83
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
VGG16 (FP32)
1 GPU
NVIDIA Titan RTX
199.68
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
400.25
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
218.47
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
559.34
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Googlenet (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Googlenet (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA Titan RTX
382
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Octane
1 GPU
NVIDIA Titan RTX
377
NVIDIA T400
32
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Redshift
1 GPU
NVIDIA Titan RTX
8.2
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Blender
1 GPU
NVIDIA Titan RTX
3434.73
NVIDIA T400
188.33
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Luxmark
1 GPU
NVIDIA Titan RTX
36654
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Unreal Engine
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Performance (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Training Time (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Performance (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
2 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA T400
n/a
Technical Specifications
Board Design
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| Length | 267 mm | 152 mm |
| Outputs | 1x HDMI, 3x DisplayPort, 1x USB Type-C | 3x mini-DisplayPort |
| Power Connectors | 2x 8-pin | None |
| Slot width | Dual-slot | Single-slot |
| TDP | 280 W | 30 W |
Clock Speeds
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| Boost Clock | 1770 MHz | 1425 MHz |
| GPU Clock | 1350 MHz | 420 MHz |
| Memory Clock | 14000 MHz | 10000 MHz |
Graphics Card
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 3.0 x16 |
| Generation | GeForce 20 | Quadro (Tx000) |
Graphics Features
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 (12_1) |
| OpenCL | 2.0 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.5 | 6.6 |
| CUDA | 7.5 | 7.5 |
Graphics Processor
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| Architecture | Turing | Turing |
| Die Size | 754 mm2 | 200 mm2 |
| GPU Name | TU102-400-A1 | TU117 |
| Process Size | 12 nm | 12 nm |
| Transistors | 18600 million | 4700 million |
Memory
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| Bandwidth | 672 GB/s | 80 GB/s |
| Memory Bus | 384 bit | 64 bit |
| Memory Size | 24 GB | 2 GB |
| Memory Type | GDDR6 | GDDR6 |
Render Config
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| ROPs | 96 | 16 |
| RT Cores | 72 | |
| Shading Units/ CUDA Cores | 4608 | 384 |
| TMUs | 288 | 24 |
| Tensor Cores | 576 |
Theoretical Performance
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| FP16 (half) performance | 32.62 TFLOPS | 2.189 TFLOPS |
| FP32 (float) performance | 16.31 TFLOPS | 1.068 TFLOPS |
| FP64 (double) performance | 509.8 GFLOPS | 34.2 GFLOPS |
| Pixel Rate | 169.9 GPixel/s | 22.8 GPixel/s |
| Texture Rate | 509.8 GTexel/s | 34.2 GTexel/s |
Price
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| MSRP | 2499 $ | 129 $ |
| Release Date | Dec 18th, 2018 | May 6th, 2021 |
Test bench configuration
| NVIDIA Titan RTX | NVIDIA T400 | |
|---|---|---|
| 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 T400 | |
|---|---|---|
| Best GPU workstations | BIZON X5500 |