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NVIDIA RTX 3080 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.


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Featured GPU benchmarks:

Benchmarks

Deep Learning GPU Benchmarks 2024–2025 [Updated]

Resnet50 (FP16)

1 GPU
NVIDIA RTX 3080
1022
NVIDIA RTX 6000 Ada
1800
4 GPU
NVIDIA RTX 3080
1809
NVIDIA RTX 6000 Ada
6369
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
16968

Resnet50 (FP16 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Resnet50 (FP32)

1 GPU
NVIDIA RTX 3080
464
NVIDIA RTX 6000 Ada
709
4 GPU
NVIDIA RTX 3080
822
NVIDIA RTX 6000 Ada
2692
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
7607

Resnet50 (FP32 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Resnet152 (FP16)

1 GPU
NVIDIA RTX 3080
256.9
NVIDIA RTX 6000 Ada
729
4 GPU
NVIDIA RTX 3080
454.7
NVIDIA RTX 6000 Ada
2581
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
7004

Resnet152 (FP16 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Resnet152 (FP32)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
273
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
1037
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
3074

Resnet152 (FP32 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Inception V3 (FP16)

1 GPU
NVIDIA RTX 3080
359
NVIDIA RTX 6000 Ada
1086
4 GPU
NVIDIA RTX 3080
635.5
NVIDIA RTX 6000 Ada
3842
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
8931

Inception V3 (FP16 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Inception V3 (FP32)

1 GPU
NVIDIA RTX 3080
280.6
NVIDIA RTX 6000 Ada
449
4 GPU
NVIDIA RTX 3080
496.7
NVIDIA RTX 6000 Ada
1703
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
5081

Inception V3 (FP32 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Inception V4 (FP16)

1 GPU
NVIDIA RTX 3080
192.7
NVIDIA RTX 6000 Ada
502
4 GPU
NVIDIA RTX 3080
341
NVIDIA RTX 6000 Ada
1776
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
3848

Inception V4 (FP16 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Inception V4 (FP32)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
200
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
757
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
2322

Inception V4 (FP32 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

VGG16 (FP16)

1 GPU
NVIDIA RTX 3080
351.9
NVIDIA RTX 6000 Ada
642
4 GPU
NVIDIA RTX 3080
622.9
NVIDIA RTX 6000 Ada
2272
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
8977

VGG16 (FP16 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

VGG16 (FP32)

1 GPU
NVIDIA RTX 3080
247.6
NVIDIA RTX 6000 Ada
408
4 GPU
NVIDIA RTX 3080
438.3
NVIDIA RTX 6000 Ada
1549
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
4526

VGG16 (FP32 XLA)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Googlenet (FP16)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Googlenet (FP32)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

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

V-Ray

1 GPU
NVIDIA RTX 3080
1821
NVIDIA RTX 6000 Ada
4798
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Octane

1 GPU
NVIDIA RTX 3080
635
NVIDIA RTX 6000 Ada
1140
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Redshift

1 GPU
NVIDIA RTX 3080
3.12
NVIDIA RTX 6000 Ada
1.27
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Blender

1 GPU
NVIDIA RTX 3080
4931.88
NVIDIA RTX 6000 Ada
11864.76
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Luxmark

1 GPU
NVIDIA RTX 3080
72914
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Unreal Engine

1 GPU
NVIDIA RTX 3080
39.7
NVIDIA RTX 6000 Ada
78.5
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

RELION Cryo-EM Benchmarks 2024-2025 [Updated]

Total run time

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]

Training Time (FP16)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Performance (FP16)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Training Time (FP32)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Performance (FP32)

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
8 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Llama3 70B Inference Benchmark 2024–2025 [Updated]

Eval rate

1 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
18.06
2 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a
4 GPU
NVIDIA RTX 3080
n/a
NVIDIA RTX 6000 Ada
n/a

Technical Specifications

Board Design

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
Length 285 mm 267 mm
Outputs 1x HDMI, 3x DisplayPort 4x DisplayPort
Power Connectors 2x 8-pin 1x 16-pin
Slot width Dual-slot Dual-slot
TDP 320 W 300 W

Clock Speeds

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
Boost Clock 1710 MHz 2505 MHz
GPU Clock 1440 MHz 915 MHz
Memory Clock 19000 MHz 20000 MHz

Graphics Card

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
Bus Interface PCIe 4.0 x16 PCIe 4.0 x16
Generation GeForce 30 Quadro Ada (x000A)

Graphics Features

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
DirectX 12 Ultimate (12_2) 12 Ultimate (12_2)
OpenCL 3.0 3.0
OpenGL 4.6 4.6
Shader Model 6.6 6.7
CUDA 8.6 8.9

Graphics Processor

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
Architecture Ampere Ada Lovelace
Die Size 627 mm2 608 mm2
GPU Name GA102-200-K1-A1 AD102
Process Size 8 nm 5 nm
Transistors 28000 million 76300 million

Memory

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
Bandwidth 760 GB/s 960 GB/s
Memory Bus 320 bit 384 bit
Memory Size 10 GB 48 GB
Memory Type GDDR6X GDDR6

Render Config

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
ROPs 88 192
RT Cores 68 142
Shading Units/ CUDA Cores 8704 18176
TMUs 272 568
Tensor Cores 272 568

Theoretical Performance

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
FP16 (half) performance 59.54 TFLOPS 91.06 TFLOPS
FP32 (float) performance 29.77 TFLOPS 91.06 TFLOPS
FP64 (double) performance 930.2 GFLOPS 1423 GFLOPS
Pixel Rate 150.5 GPixel/s 481 GPixel/s
Texture Rate 465.1 GTexel/s 1423 GTexel/s

Price

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
MSRP 699 $ 6799 $
Release Date Sep 1st, 2020 Jan 20th, 2023

Test bench configuration

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
Hardware BIZON X5000 More details BIZON X5500 More details
Software 3D 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
3D Rendering:
Nvidia Driver:
VRay Benchmark:
Octane Benchmark:
Redshift Benchmark:
Blender:
Luxmark:

Recommended hardware

NVIDIA RTX 3080 NVIDIA RTX 6000 Ada
Best GPU workstations BIZON X5500 BIZON X5500
Best NVIDIA GPU servers BIZON X7000
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