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GPU Benchmarks NVIDIA Titan RTX vs. NVIDIA RTX 3090
NVIDIA RTX 2080 Ti
NVIDIA Titan RTX
NVIDIA Quadro RTX 6000
NVIDIA Quadro RTX 8000
NVIDIA GTX 1080 Ti
NVIDIA Titan V
NVIDIA Tesla V100
NVIDIA GTX 780
NVIDIA GTX 780 Ti
NVIDIA GTX 960
NVIDIA GTX 980
NVIDIA GTX 980 Ti
NVIDIA GTX 1050
NVIDIA GTX 1050 Ti
NVIDIA GTX 1060
NVIDIA GTX 1070
NVIDIA GTX 1070 Ti
NVIDIA GTX 1080
NVIDIA GTX 1650
NVIDIA GTX 1660
NVIDIA GTX 1660 Ti
NVIDIA RTX 2060
NVIDIA RTX 2060 Super
NVIDIA RTX 2070
NVIDIA RTX 2070 Super
NVIDIA RTX 2080
NVIDIA RTX 2080 Super
NVIDIA Titan Xp
NVIDIA Quadro M6000
NVIDIA Quadro P1000
NVIDIA Quadro P2000
NVIDIA Quadro P4000
NVIDIA Quadro P5000
NVIDIA Quadro P6000
NVIDIA Quadro GP100
NVIDIA Quadro GV100
NVIDIA Quadro RTX 4000
NVIDIA Quadro RTX 5000
NVIDIA RTX 3070
NVIDIA RTX 3080
NVIDIA RTX 3090
NVIDIA RTX A6000
NVIDIA RTX 3060
NVIDIA RTX 3060 Ti
NVIDIA A100 40 GB (PCIe)
NVIDIA A40
NVIDIA A10
NVIDIA A16
NVIDIA A30
NVIDIA RTX A4000
NVIDIA RTX A5000
NVIDIA RTX 3070 Ti
NVIDIA RTX 3080 Ti
NVIDIA A100 80 GB (PCIe)
NVIDIA A100 80 GB (SXM4)
NVIDIA RTX A4500
NVIDIA T400
NVIDIA T600
NVIDIA T1000
NVIDIA RTX A5500
NVIDIA RTX A2000
NVIDIA H100 NVL (PCIe)
NVIDIA H100 NVL (SXM5)
NVIDIA H100 CNX
NVIDIA RTX 3090 Ti
NVIDIA RTX 4090
NVIDIA RTX 4080
NVIDIA RTX 4070 Ti
NVIDIA RTX 6000 Ada
NVIDIA L40
NVIDIA RTX 4090 Ti (Unreleased)
NVIDIA RTX 4000 SFF Ada
NVIDIA RTX 4070
NVIDIA L40s
NVIDIA RTX 4000 Ada
NVIDIA RTX 4500 Ada
NVIDIA RTX 5000 Ada
NVIDIA A800 40 GB (PCIe)
NVIDIA A800 40 GB Active
NVIDIA H200 NVL (SXM5)
NVIDIA GH200
NVIDIA L4
NVIDIA B200 (SXM)
NVIDIA RTX 5090
NVIDIA H200 NVL (PCIe)
NVIDIA RTX 5080
NVIDIA RTX 5070 Ti
NVIDIA RTX 5070
NVIDIA RTX 5060 Ti
NVIDIA RTX 5060
NVIDIA RTX PRO 6000 Blackwell Server
NVIDIA RTX PRO 6000 Blackwell
NVIDIA RTX PRO 6000 Blackwell Max-Q
NVIDIA RTX PRO 5000 Blackwell
NVIDIA RTX PRO 4500 Blackwell
NVIDIA RTX PRO 4000 Blackwell
AMD Radeon RX 9070 XT
AMD Radeon Instinct MI300
AMD Radeon Instinct MI300X
AMD Radeon Instinct MI325X
NVIDIA Titan RTX
X
VS
NVIDIA RTX 2080 Ti
NVIDIA Titan RTX
NVIDIA Quadro RTX 6000
NVIDIA Quadro RTX 8000
NVIDIA GTX 1080 Ti
NVIDIA Titan V
NVIDIA Tesla V100
NVIDIA GTX 780
NVIDIA GTX 780 Ti
NVIDIA GTX 960
NVIDIA GTX 980
NVIDIA GTX 980 Ti
NVIDIA GTX 1050
NVIDIA GTX 1050 Ti
NVIDIA GTX 1060
NVIDIA GTX 1070
NVIDIA GTX 1070 Ti
NVIDIA GTX 1080
NVIDIA GTX 1650
NVIDIA GTX 1660
NVIDIA GTX 1660 Ti
NVIDIA RTX 2060
NVIDIA RTX 2060 Super
NVIDIA RTX 2070
NVIDIA RTX 2070 Super
NVIDIA RTX 2080
NVIDIA RTX 2080 Super
NVIDIA Titan Xp
NVIDIA Quadro M6000
NVIDIA Quadro P1000
NVIDIA Quadro P2000
NVIDIA Quadro P4000
NVIDIA Quadro P5000
NVIDIA Quadro P6000
NVIDIA Quadro GP100
NVIDIA Quadro GV100
NVIDIA Quadro RTX 4000
NVIDIA Quadro RTX 5000
NVIDIA RTX 3070
NVIDIA RTX 3080
NVIDIA RTX 3090
NVIDIA RTX A6000
NVIDIA RTX 3060
NVIDIA RTX 3060 Ti
NVIDIA A100 40 GB (PCIe)
NVIDIA A40
NVIDIA A10
NVIDIA A16
NVIDIA A30
NVIDIA RTX A4000
NVIDIA RTX A5000
NVIDIA RTX 3070 Ti
NVIDIA RTX 3080 Ti
NVIDIA A100 80 GB (PCIe)
NVIDIA A100 80 GB (SXM4)
NVIDIA RTX A4500
NVIDIA T400
NVIDIA T600
NVIDIA T1000
NVIDIA RTX A5500
NVIDIA RTX A2000
NVIDIA H100 NVL (PCIe)
NVIDIA H100 NVL (SXM5)
NVIDIA H100 CNX
NVIDIA RTX 3090 Ti
NVIDIA RTX 4090
NVIDIA RTX 4080
NVIDIA RTX 4070 Ti
NVIDIA RTX 6000 Ada
NVIDIA L40
NVIDIA RTX 4090 Ti (Unreleased)
NVIDIA RTX 4000 SFF Ada
NVIDIA RTX 4070
NVIDIA L40s
NVIDIA RTX 4000 Ada
NVIDIA RTX 4500 Ada
NVIDIA RTX 5000 Ada
NVIDIA A800 40 GB (PCIe)
NVIDIA A800 40 GB Active
NVIDIA H200 NVL (SXM5)
NVIDIA GH200
NVIDIA L4
NVIDIA B200 (SXM)
NVIDIA RTX 5090
NVIDIA H200 NVL (PCIe)
NVIDIA RTX 5080
NVIDIA RTX 5070 Ti
NVIDIA RTX 5070
NVIDIA RTX 5060 Ti
NVIDIA RTX 5060
NVIDIA RTX PRO 6000 Blackwell Server
NVIDIA RTX PRO 6000 Blackwell
NVIDIA RTX PRO 6000 Blackwell Max-Q
NVIDIA RTX PRO 5000 Blackwell
NVIDIA RTX PRO 4500 Blackwell
NVIDIA RTX PRO 4000 Blackwell
AMD Radeon RX 9070 XT
AMD Radeon Instinct MI300
AMD Radeon Instinct MI300X
AMD Radeon Instinct MI325X
NVIDIA RTX 3090
X
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Quick links:
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 RTX vs NVIDIA RTX 3090 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:
Deep Learning GPU Benchmarks 2024–2025 [Updated]↑ As of May 2025
Resnet50 (FP16) 1 GPU
NVIDIA Titan RTX
599.29 points
NVIDIA RTX 3090
1071 points
4 GPU
NVIDIA Titan RTX
1793.02 points
NVIDIA RTX 3090
2922 points
Resnet50 (FP16 XLA) 1 GPU
NVIDIA Titan RTX
938.63 points
4 GPU
NVIDIA Titan RTX
3015.66 points
Resnet50 (FP32) 1 GPU
NVIDIA Titan RTX
330.9 points
NVIDIA RTX 3090
596 points
4 GPU
NVIDIA Titan RTX
1111.27 points
NVIDIA RTX 3090
1625 points
Resnet50 (FP32 XLA) 1 GPU
NVIDIA Titan RTX
364.35 points
4 GPU
NVIDIA Titan RTX
1231.15 points
Resnet152 (FP16) 1 GPU
NVIDIA Titan RTX
267.62 points
NVIDIA RTX 3090
491 points
4 GPU
NVIDIA Titan RTX
751.47 points
NVIDIA RTX 3090
1029 points
Resnet152 (FP16 XLA) 1 GPU
NVIDIA Titan RTX
369.05 points
4 GPU
NVIDIA Titan RTX
1205.22 points
Resnet152 (FP32) 1 GPU
NVIDIA Titan RTX
139.43 points
NVIDIA RTX 3090
223 points
4 GPU
NVIDIA Titan RTX
450.18 points
NVIDIA RTX 3090
434 points
Resnet152 (FP32 XLA) 1 GPU
NVIDIA Titan RTX
147.6 points
4 GPU
NVIDIA Titan RTX
502.34 points
Inception V3 (FP16) 1 GPU
NVIDIA Titan RTX
374 points
NVIDIA RTX 3090
715 points
4 GPU
NVIDIA Titan RTX
1226.21 points
NVIDIA RTX 3090
1720 points
Inception V3 (FP16 XLA) 1 GPU
NVIDIA Titan RTX
543.32 points
4 GPU
NVIDIA Titan RTX
1901.16 points
Inception V3 (FP32) 1 GPU
NVIDIA Titan RTX
226.3 points
NVIDIA RTX 3090
399 points
4 GPU
NVIDIA Titan RTX
814.29 points
NVIDIA RTX 3090
1267 points
Inception V3 (FP32 XLA) 1 GPU
NVIDIA Titan RTX
244.12 points
4 GPU
NVIDIA Titan RTX
967.93 points
Inception V4 (FP16) 1 GPU
NVIDIA Titan RTX
200.71 points
NVIDIA RTX 3090
383 points
4 GPU
NVIDIA Titan RTX
664.39 points
NVIDIA RTX 3090
1022 points
Inception V4 (FP16 XLA) 1 GPU
NVIDIA Titan RTX
298.5 points
4 GPU
NVIDIA Titan RTX
1042.2 points
Inception V4 (FP32) 1 GPU
NVIDIA Titan RTX
111.56 points
NVIDIA RTX 3090
156 points
4 GPU
NVIDIA Titan RTX
394.81 points
NVIDIA RTX 3090
319 points
Inception V4 (FP32 XLA) 1 GPU
NVIDIA Titan RTX
118.83 points
4 GPU
NVIDIA Titan RTX
427.81 points
VGG16 (FP16) 1 GPU
NVIDIA Titan RTX
366.59 points
NVIDIA RTX 3090
577 points
4 GPU
NVIDIA Titan RTX
518.28 points
NVIDIA RTX 3090
1004 points
VGG16 (FP16 XLA) 1 GPU
NVIDIA Titan RTX
504.48 points
4 GPU
NVIDIA Titan RTX
1235.83 points
VGG16 (FP32) 1 GPU
NVIDIA Titan RTX
199.68 points
NVIDIA RTX 3090
341 points
4 GPU
NVIDIA Titan RTX
400.25 points
NVIDIA RTX 3090
1077 points
VGG16 (FP32 XLA) 1 GPU
NVIDIA Titan RTX
218.47 points
4 GPU
NVIDIA Titan RTX
559.34 points
3D, GPU Rendering Benchmarks 2024–2025 [Updated]↑ As of May 2025
V-Ray 1 GPU
NVIDIA Titan RTX
382 points
NVIDIA RTX 3090
2185 points
Octane 1 GPU
NVIDIA Titan RTX
377 points
NVIDIA RTX 3090
769 points
Redshift 1 GPU
NVIDIA Titan RTX
8.2 minutes
NVIDIA RTX 3090
2.3 minutes
Blender 1 GPU
NVIDIA Titan RTX
3434.73 score
NVIDIA RTX 3090
6010.36 score
Luxmark 1 GPU
NVIDIA Titan RTX
36654 points
NVIDIA RTX 3090
95123 points
RELION Cryo-EM Benchmarks 2024-2025 [Updated]↑ As of May 2025
Board Design NVIDIA Titan RTX NVIDIA RTX 3090 Difference Length 11 in / 267 mm 13 in / 336 mm 3 in / 69 mm (26%) Outputs 1x HDMI, 3x DisplayPort, 1x USB Type-C 1x HDMI, 3x DisplayPort Power Connectors 2x 8-pin 1x 12-pin Slot width Dual-slot Triple-slot TDP 280 W 350 W 70 W (25%)
Clock Speeds NVIDIA Titan RTX NVIDIA RTX 3090 Difference Boost Clock 1770 MHz 1695 MHz -75 MHz (-4%) GPU Clock 1350 MHz 1395 MHz 45 MHz (3%) Memory Clock 14000 MHz 19500 MHz 5500 MHz (39%)
Graphics Card NVIDIA Titan RTX NVIDIA RTX 3090 Difference Bus Interface PCIe 3.0 x16 PCIe 4.0 x16 Generation GeForce 20 GeForce 30
Graphics Features NVIDIA Titan RTX NVIDIA RTX 3090 Difference DirectX 12 Ultimate (12_1) 12 Ultimate (12_2) OpenCL 2 3 OpenGL 4.6 4.6 - Shader Model 6.5 6.6 CUDA 7.5 8.6
Graphics Processor NVIDIA Titan RTX NVIDIA RTX 3090 Difference Architecture Turing Ampere Die Size 754 mm2 628 mm2 -126 mm2 (-17%) GPU Name TU102-400-A1 GA102-300-A1 Process Size 12 nm 8 nm -4 nm (-33%) Transistors 18600 million 28300 million 9700 million (52%)
Memory NVIDIA Titan RTX NVIDIA RTX 3090 Difference Bandwidth 672 GB/s 936.2 GB/s 264.2 GB/s (39%) Memory Bus 384 bit 384 bit - Memory Size 24 GB 24 GB - Memory Type GDDR6 GDDR6X
Render Config NVIDIA Titan RTX NVIDIA RTX 3090 Difference ROPs 96 112 16 (17%) RT Cores 72 82 10 (14%) Shading Units/ CUDA Cores 4608 10496 5888 (128%) TMUs 288 328 40 (14%) Tensor Cores 576 328 -248 (-43%)
Theoretical Performance NVIDIA Titan RTX NVIDIA RTX 3090 Difference FP16 (half) performance 32.62 TFLOPS 35.58 TFLOPS 2.96 TFLOPS (9%) FP32 (float) performance 16.31 TFLOPS 35.58 TFLOPS 19.27 TFLOPS (118%) FP64 (double) performance 509.8 GFLOPS 556 GFLOPS 46.2 GFLOPS (9%) Pixel Rate 169.9 GPixel/s 189.8 GPixel/s 19.9 GPixel/s (12%) Texture Rate 509.8 GTexel/s 556 GTexel/s 46.2 GTexel/s (9%)
Price NVIDIA Titan RTX NVIDIA RTX 3090 Difference MSRP $2,499.00 $1,499.00 -$1,000.00 (-40%) Release Date Dec 18th, 2018 Sep 1st, 2020
Test bench configuration NVIDIA Titan RTX NVIDIA RTX 3090 Difference 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: 3.13D Rendering:
Nvidia Driver: 456.38
VRay Benchmark: 5
Octane Benchmark: 2020.1.5
Redshift Benchmark: 3.0.28 Demo
Blender: 2.90
Luxmark: 3.1