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GPU Benchmarks NVIDIA RTX 2080 Ti vs. NVIDIA Titan RTX

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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 NVIDIA RTX 2080 Ti vs NVIDIA Titan RTX 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:

Benchmarks

Deep Learning GPU Benchmarks 2024–2025 [Updated]↑

As of April 2025

Resnet50 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
488.56 points
NVIDIA Titan RTX
599.29 points
4 GPU
NVIDIA RTX 2080 Ti
1597.66 points
NVIDIA Titan RTX
1793.02 points
higher is better

Resnet50 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
741.26 points
NVIDIA Titan RTX
938.63 points
4 GPU
NVIDIA RTX 2080 Ti
2465.23 points
NVIDIA Titan RTX
3015.66 points
higher is better

Resnet50 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
302.88 points
NVIDIA Titan RTX
330.9 points
4 GPU
NVIDIA RTX 2080 Ti
1075.19 points
NVIDIA Titan RTX
1111.27 points
higher is better

Resnet50 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
330.72 points
NVIDIA Titan RTX
364.35 points
4 GPU
NVIDIA RTX 2080 Ti
1132.16 points
NVIDIA Titan RTX
1231.15 points
higher is better

Resnet152 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
213.35 points
NVIDIA Titan RTX
267.62 points
4 GPU
NVIDIA RTX 2080 Ti
681.19 points
NVIDIA Titan RTX
751.47 points
higher is better

Resnet152 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
290.23 points
NVIDIA Titan RTX
369.05 points
4 GPU
NVIDIA RTX 2080 Ti
977.06 points
NVIDIA Titan RTX
1205.22 points
higher is better

Resnet152 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
139.43 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
450.18 points
higher is better

Resnet152 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
147.6 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
502.34 points
higher is better

Inception V3 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
293.76 points
NVIDIA Titan RTX
374 points
4 GPU
NVIDIA RTX 2080 Ti
1031 points
NVIDIA Titan RTX
1226.21 points
higher is better

Inception V3 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
404.99 points
NVIDIA Titan RTX
543.32 points
4 GPU
NVIDIA RTX 2080 Ti
1467.97 points
NVIDIA Titan RTX
1901.16 points
higher is better

Inception V3 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
198.81 points
NVIDIA Titan RTX
226.3 points
4 GPU
NVIDIA RTX 2080 Ti
739.49 points
NVIDIA Titan RTX
814.29 points
higher is better

Inception V3 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
215.54 points
NVIDIA Titan RTX
244.12 points
4 GPU
NVIDIA RTX 2080 Ti
772.66 points
NVIDIA Titan RTX
967.93 points
higher is better

Inception V4 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
155.84 points
NVIDIA Titan RTX
200.71 points
4 GPU
NVIDIA RTX 2080 Ti
564.62 points
NVIDIA Titan RTX
664.39 points
higher is better

Inception V4 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
220.7 points
NVIDIA Titan RTX
298.5 points
4 GPU
NVIDIA RTX 2080 Ti
790.82 points
NVIDIA Titan RTX
1042.2 points
higher is better

Inception V4 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
111.56 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
394.81 points
higher is better

Inception V4 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
118.83 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
427.81 points
higher is better

VGG16 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
264.14 points
NVIDIA Titan RTX
366.59 points
4 GPU
NVIDIA RTX 2080 Ti
578.14 points
NVIDIA Titan RTX
518.28 points
higher is better

VGG16 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
324.85 points
NVIDIA Titan RTX
504.48 points
4 GPU
NVIDIA RTX 2080 Ti
926.34 points
NVIDIA Titan RTX
1235.83 points
higher is better

VGG16 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
178.65 points
NVIDIA Titan RTX
199.68 points
4 GPU
NVIDIA RTX 2080 Ti
452.2 points
NVIDIA Titan RTX
400.25 points
higher is better

VGG16 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
194.89 points
NVIDIA Titan RTX
218.47 points
4 GPU
NVIDIA RTX 2080 Ti
528.33 points
NVIDIA Titan RTX
559.34 points
higher is better

3D, GPU Rendering Benchmarks 2024–2025 [Updated]↑

As of April 2025

V-Ray

1 GPU
NVIDIA RTX 2080 Ti
345 points
NVIDIA Titan RTX
382 points
higher is better

Octane

1 GPU
NVIDIA RTX 2080 Ti
368 points
NVIDIA Titan RTX
377 points
higher is better

Redshift

1 GPU
NVIDIA RTX 2080 Ti
8.38 minutes
NVIDIA Titan RTX
8.2 minutes
lower is better

Blender

1 GPU
NVIDIA RTX 2080 Ti
3163.85 score
NVIDIA Titan RTX
3434.73 score
higher is better

Luxmark

1 GPU
NVIDIA RTX 2080 Ti
33195 points
NVIDIA Titan RTX
36654 points
higher is better

Unreal Engine

1 GPU
NVIDIA RTX 2080 Ti
30.1 FPS
NVIDIA Titan RTX
n/a
higher is better

Technical Specifications

Board Design

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
Length11 in / 267 mm11 in / 267 mm-
Outputs1x HDMI, 3x DisplayPort, 1x USB Type-C1x HDMI, 3x DisplayPort, 1x USB Type-C-
Power Connectors2x 8-pin2x 8-pin-
Slot widthDual-slotDual-slot-
TDP250 W280 W30 W (12%)

Clock Speeds

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
Boost Clock1545 MHz1770 MHz225 MHz (15%)
GPU Clock1350 MHz1350 MHz-
Memory Clock14000 MHz14000 MHz-

Graphics Card

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
Bus InterfacePCIe 3.0 x16PCIe 3.0 x16-
GenerationGeForce 20GeForce 20-

Graphics Features

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
DirectX12 Ultimate (12_1)12 Ultimate (12_1)-
OpenCL22-
OpenGL4.64.6-
Shader Model6.56.5-
CUDA7.57.5-

Graphics Processor

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
ArchitectureTuringTuring-
Die Size754 mm2754 mm2-
GPU NameTU102-300A-K1-A1TU102-400-A1
Process Size12 nm12 nm-
Transistors18600 million18600 million-

Memory

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
Bandwidth616 GB/s672 GB/s56 GB/s (9%)
Memory Bus352 bit384 bit32 bit (9%)
Memory Size11 GB24 GB13 GB (118%)
Memory TypeGDDR6GDDR6-

Render Config

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
ROPs88968 (9%)
RT Cores68724 (6%)
Shading Units/ CUDA Cores43524608256 (6%)
TMUs27228816 (6%)
Tensor Cores54457632 (6%)

Theoretical Performance

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
FP16 (half) performance26.9 TFLOPS32.62 TFLOPS5.72 TFLOPS (21%)
FP32 (float) performance13.45 TFLOPS16.31 TFLOPS2.86 TFLOPS (21%)
FP64 (double) performance420.2 GFLOPS509.8 GFLOPS89.6 GFLOPS (21%)
Pixel Rate136 GPixel/s169.9 GPixel/s33.9 GPixel/s (25%)
Texture Rate420.2 GTexel/s509.8 GTexel/s89.6 GTexel/s (21%)

Price

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
MSRP$1,199.00$2,499.00$1,300.00 (108%)
Release DateSep 20th, 2018Dec 18th, 2018

Test bench configuration

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
HardwareBIZON G3000 More detailsBIZON ZX5000 More details
SoftwareDeep 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		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		-

Recommended hardware

NVIDIA RTX 2080 TiNVIDIA Titan RTXDifference
Best GPU workstationsBIZON X5500BIZON X5500-
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