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NVIDIA Titan RTX vs NVIDIA RTX 6000 Ada
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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 RTX 6000 Ada
1800
4 GPU
NVIDIA Titan RTX
1793.02
NVIDIA RTX 6000 Ada
6369
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
16968
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
938.63
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
3015.66
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Resnet50 (FP32)
1 GPU
NVIDIA Titan RTX
330.9
NVIDIA RTX 6000 Ada
709
4 GPU
NVIDIA Titan RTX
1111.27
NVIDIA RTX 6000 Ada
2692
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
7607
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
364.35
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
1231.15
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Resnet152 (FP16)
1 GPU
NVIDIA Titan RTX
267.62
NVIDIA RTX 6000 Ada
729
4 GPU
NVIDIA Titan RTX
751.47
NVIDIA RTX 6000 Ada
2581
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
7004
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
369.05
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
1205.22
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Resnet152 (FP32)
1 GPU
NVIDIA Titan RTX
139.43
NVIDIA RTX 6000 Ada
273
4 GPU
NVIDIA Titan RTX
450.18
NVIDIA RTX 6000 Ada
1037
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
3074
Resnet152 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
147.6
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
502.34
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Inception V3 (FP16)
1 GPU
NVIDIA Titan RTX
374
NVIDIA RTX 6000 Ada
1086
4 GPU
NVIDIA Titan RTX
1226.21
NVIDIA RTX 6000 Ada
3842
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
8931
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
543.32
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
1901.16
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Inception V3 (FP32)
1 GPU
NVIDIA Titan RTX
226.3
NVIDIA RTX 6000 Ada
449
4 GPU
NVIDIA Titan RTX
814.29
NVIDIA RTX 6000 Ada
1703
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
5081
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
244.12
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
967.93
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Inception V4 (FP16)
1 GPU
NVIDIA Titan RTX
200.71
NVIDIA RTX 6000 Ada
502
4 GPU
NVIDIA Titan RTX
664.39
NVIDIA RTX 6000 Ada
1776
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
3848
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
298.5
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
1042.2
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Inception V4 (FP32)
1 GPU
NVIDIA Titan RTX
111.56
NVIDIA RTX 6000 Ada
200
4 GPU
NVIDIA Titan RTX
394.81
NVIDIA RTX 6000 Ada
757
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
2322
Inception V4 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
118.83
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
427.81
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
VGG16 (FP16)
1 GPU
NVIDIA Titan RTX
366.59
NVIDIA RTX 6000 Ada
642
4 GPU
NVIDIA Titan RTX
518.28
NVIDIA RTX 6000 Ada
2272
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
8977
VGG16 (FP16 XLA)
1 GPU
NVIDIA Titan RTX
504.48
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
1235.83
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
VGG16 (FP32)
1 GPU
NVIDIA Titan RTX
199.68
NVIDIA RTX 6000 Ada
408
4 GPU
NVIDIA Titan RTX
400.25
NVIDIA RTX 6000 Ada
1549
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
4526
VGG16 (FP32 XLA)
1 GPU
NVIDIA Titan RTX
218.47
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
559.34
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Googlenet (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Googlenet (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA Titan RTX
382
NVIDIA RTX 6000 Ada
4798
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Octane
1 GPU
NVIDIA Titan RTX
377
NVIDIA RTX 6000 Ada
1140
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Redshift
1 GPU
NVIDIA Titan RTX
8.2
NVIDIA RTX 6000 Ada
1.27
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Blender
1 GPU
NVIDIA Titan RTX
3434.73
NVIDIA RTX 6000 Ada
11864.76
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Luxmark
1 GPU
NVIDIA Titan RTX
36654
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Unreal Engine
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
78.5
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Performance (FP16)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Training Time (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Performance (FP32)
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
18.06
2 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA Titan RTX
n/a
NVIDIA RTX 6000 Ada
n/a
Technical Specifications
Board Design
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| Length | 267 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort, 1x USB Type-C | 4x DisplayPort |
| Power Connectors | 2x 8-pin | 1x 16-pin |
| Slot width | Dual-slot | Dual-slot |
| TDP | 280 W | 300 W |
Clock Speeds
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| Boost Clock | 1770 MHz | 2505 MHz |
| GPU Clock | 1350 MHz | 915 MHz |
| Memory Clock | 14000 MHz | 20000 MHz |
Graphics Card
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 20 | Quadro Ada (x000A) |
Graphics Features
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 Ultimate (12_2) |
| OpenCL | 2.0 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.5 | 6.7 |
| CUDA | 7.5 | 8.9 |
Graphics Processor
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| Architecture | Turing | Ada Lovelace |
| Die Size | 754 mm2 | 608 mm2 |
| GPU Name | TU102-400-A1 | AD102 |
| Process Size | 12 nm | 5 nm |
| Transistors | 18600 million | 76300 million |
Memory
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| Bandwidth | 672 GB/s | 960 GB/s |
| Memory Bus | 384 bit | 384 bit |
| Memory Size | 24 GB | 48 GB |
| Memory Type | GDDR6 | GDDR6 |
Render Config
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| ROPs | 96 | 192 |
| RT Cores | 72 | 142 |
| Shading Units/ CUDA Cores | 4608 | 18176 |
| TMUs | 288 | 568 |
| Tensor Cores | 576 | 568 |
Theoretical Performance
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| FP16 (half) performance | 32.62 TFLOPS | 91.06 TFLOPS |
| FP32 (float) performance | 16.31 TFLOPS | 91.06 TFLOPS |
| FP64 (double) performance | 509.8 GFLOPS | 1423 GFLOPS |
| Pixel Rate | 169.9 GPixel/s | 481 GPixel/s |
| Texture Rate | 509.8 GTexel/s | 1423 GTexel/s |
Price
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| MSRP | 2499 $ | 6799 $ |
| Release Date | Dec 18th, 2018 | Jan 20th, 2023 |
Test bench configuration
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| Hardware | BIZON ZX5000 More details | BIZON X5500 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: VRay Benchmark: Octane Benchmark: Redshift Benchmark: Blender: Luxmark: |
Recommended hardware
| NVIDIA Titan RTX | NVIDIA RTX 6000 Ada | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 |
| Best NVIDIA GPU servers | BIZON X7000 |