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GPU Benchmarks NVIDIA RTX 2080 Ti vs. NVIDIA Tesla V100

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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 Tesla V100 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 June 2025

Resnet50 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
488.56 points
NVIDIA Tesla V100
706.07 points
4 GPU
NVIDIA RTX 2080 Ti
1597.66 points
NVIDIA Tesla V100
2309.02 points
higher is better

Resnet50 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
741.26 points
NVIDIA Tesla V100
1071.32 points
4 GPU
NVIDIA RTX 2080 Ti
2465.23 points
NVIDIA Tesla V100
3562.89 points
higher is better

Resnet50 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
302.88 points
NVIDIA Tesla V100
321.57 points
4 GPU
NVIDIA RTX 2080 Ti
1075.19 points
NVIDIA Tesla V100
1141.56 points
higher is better

Resnet50 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
330.72 points
NVIDIA Tesla V100
351.14 points
4 GPU
NVIDIA RTX 2080 Ti
1132.16 points
NVIDIA Tesla V100
1202.04 points
higher is better

Resnet152 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
213.35 points
NVIDIA Tesla V100
308.35 points
4 GPU
NVIDIA RTX 2080 Ti
681.19 points
NVIDIA Tesla V100
984.5 points
higher is better

Resnet152 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
290.23 points
NVIDIA Tesla V100
419.46 points
4 GPU
NVIDIA RTX 2080 Ti
977.06 points
NVIDIA Tesla V100
1412.1 points
higher is better

Resnet152 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
134.94 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
452.05 points
higher is better

Resnet152 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
143.28 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
519.5 points
higher is better

Inception V3 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
293.76 points
NVIDIA Tesla V100
424.55 points
4 GPU
NVIDIA RTX 2080 Ti
1031 points
NVIDIA Tesla V100
1490.05 points
higher is better

Inception V3 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
404.99 points
NVIDIA Tesla V100
585.31 points
4 GPU
NVIDIA RTX 2080 Ti
1467.97 points
NVIDIA Tesla V100
2121.59 points
higher is better

Inception V3 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
198.81 points
NVIDIA Tesla V100
211.08 points
4 GPU
NVIDIA RTX 2080 Ti
739.49 points
NVIDIA Tesla V100
785.13 points
higher is better

Inception V3 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
215.54 points
NVIDIA Tesla V100
228.85 points
4 GPU
NVIDIA RTX 2080 Ti
772.66 points
NVIDIA Tesla V100
820.35 points
higher is better

Inception V4 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
155.84 points
NVIDIA Tesla V100
225.21 points
4 GPU
NVIDIA RTX 2080 Ti
564.62 points
NVIDIA Tesla V100
816.02 points
higher is better

Inception V4 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
220.7 points
NVIDIA Tesla V100
318.96 points
4 GPU
NVIDIA RTX 2080 Ti
790.82 points
NVIDIA Tesla V100
1142.94 points
higher is better

Inception V4 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
102.53 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
383.89 points
higher is better

Inception V4 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
108.26 points
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Tesla V100
415.26 points
higher is better

VGG16 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
264.14 points
NVIDIA Tesla V100
381.74 points
4 GPU
NVIDIA RTX 2080 Ti
578.14 points
NVIDIA Tesla V100
835.56 points
higher is better

VGG16 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
324.85 points
NVIDIA Tesla V100
469.5 points
4 GPU
NVIDIA RTX 2080 Ti
926.34 points
NVIDIA Tesla V100
1338.8 points
higher is better

VGG16 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
178.65 points
NVIDIA Tesla V100
189.68 points
4 GPU
NVIDIA RTX 2080 Ti
452.2 points
NVIDIA Tesla V100
480.12 points
higher is better

VGG16 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
194.89 points
NVIDIA Tesla V100
206.92 points
4 GPU
NVIDIA RTX 2080 Ti
528.33 points
NVIDIA Tesla V100
560.94 points
higher is better

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

As of June 2025

V-Ray

1 GPU
NVIDIA RTX 2080 Ti
345 points
NVIDIA Tesla V100
505 points
higher is better

Octane

1 GPU
NVIDIA RTX 2080 Ti
368 points
NVIDIA Tesla V100
356 points
higher is better

Redshift

1 GPU
NVIDIA RTX 2080 Ti
8.38 minutes
NVIDIA Tesla V100
8.24 minutes
lower is better

Blender

1 GPU
NVIDIA RTX 2080 Ti
3163.85 score
NVIDIA Tesla V100
2075.51 score
higher is better

Luxmark

1 GPU
NVIDIA RTX 2080 Ti
33195 points
NVIDIA Tesla V100
35698 points
higher is better

Unreal Engine

1 GPU
NVIDIA RTX 2080 Ti
30.1 FPS
NVIDIA Tesla V100
n/a
higher is better

Technical Specifications

Board Design

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
Length11 in / 267 mm11 in / 267 mm-
Outputs1x HDMI, 3x DisplayPort, 1x USB Type-CNo outputs
Power Connectors2x 8-pin2x 8-pin-
Slot widthDual-slotDual-slot-
TDP250 W250 W-

Clock Speeds

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
Boost Clock1545 MHz1380 MHz-165 MHz (-11%)
GPU Clock1350 MHz1230 MHz-120 MHz (-9%)
Memory Clock14000 MHz1752 MHz-12248 MHz (-87%)

Graphics Card

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
Bus InterfacePCIe 3.0 x16PCIe 3.0 x16-
GenerationGeForce 20Tesla (Vxx)

Graphics Features

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
DirectX12 Ultimate (12_1)12 Ultimate (12_1)-
OpenCL21.2
OpenGL4.64.6-
Shader Model6.56.4
CUDA7.57

Graphics Processor

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
ArchitectureTuringVolta
Die Size754 mm2815 mm261 mm2 (8%)
GPU NameTU102-300A-K1-A1GV100
Process Size12 nm12 nm-
Transistors18600 million21100 million2500 million (13%)

Memory

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
Bandwidth616 GB/s897 GB/s281 GB/s (46%)
Memory Bus352 bit4096 bit3744 bit (1064%)
Memory Size11 GB32 GB21 GB (191%)
Memory TypeGDDR6HBM2

Render Config

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
ROPs8812840 (45%)
RT Cores68-
Shading Units/ CUDA Cores43525120768 (18%)
TMUs27232048 (18%)
Tensor Cores54464096 (18%)

Theoretical Performance

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
FP16 (half) performance26.9 TFLOPS28.26 TFLOPS1.36 TFLOPS (5%)
FP32 (float) performance13.45 TFLOPS14.13 TFLOPS0.68 TFLOPS (5%)
FP64 (double) performance420.2 GFLOPS7066 GFLOPS6645.8 GFLOPS (1582%)
Pixel Rate136 GPixel/s176.6 GPixel/s40.6 GPixel/s (30%)
Texture Rate420.2 GTexel/s441.6 GTexel/s21.4 GTexel/s (5%)

Price

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
MSRP$1,199.00$11,459.00$10,260.00 (856%)
Release DateSep 20th, 2018Mar 27th, 2018

Test bench configuration

NVIDIA RTX 2080 TiNVIDIA Tesla V100Difference
HardwareBIZON G3000 More detailsBIZON X5000 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 Tesla V100Difference
Best GPU workstationsBIZON X5500-
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