NVIDIA RTX 3090 vs NVIDIA H100 NVL (PCIe) vs NVIDIA RTX 4090 vs NVIDIA L40s
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
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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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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]
Resnet50 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
3042
4 GPU
NVIDIA H100 NVL (PCIe)
11989
8 GPU
NVIDIA H100 NVL (PCIe)
30070
Resnet50 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Resnet50 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
1350
4 GPU
NVIDIA H100 NVL (PCIe)
5513
8 GPU
NVIDIA H100 NVL (PCIe)
14725
Resnet50 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Resnet152 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
1232
4 GPU
NVIDIA H100 NVL (PCIe)
4858
8 GPU
NVIDIA H100 NVL (PCIe)
12411
Resnet152 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Resnet152 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
520
4 GPU
NVIDIA H100 NVL (PCIe)
2124
8 GPU
NVIDIA H100 NVL (PCIe)
5950
Resnet152 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Inception V3 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
1835
4 GPU
NVIDIA H100 NVL (PCIe)
7232
8 GPU
NVIDIA H100 NVL (PCIe)
15827
Inception V3 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Inception V3 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
854
4 GPU
NVIDIA H100 NVL (PCIe)
3487
8 GPU
NVIDIA H100 NVL (PCIe)
9837
Inception V3 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Inception V4 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
848
4 GPU
NVIDIA H100 NVL (PCIe)
3343
8 GPU
NVIDIA H100 NVL (PCIe)
6819
Inception V4 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Inception V4 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
380
4 GPU
NVIDIA H100 NVL (PCIe)
1551
8 GPU
NVIDIA H100 NVL (PCIe)
4496
Inception V4 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
VGG16 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
1085
4 GPU
NVIDIA H100 NVL (PCIe)
4276
8 GPU
NVIDIA H100 NVL (PCIe)
15908
VGG16 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
VGG16 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
776
4 GPU
NVIDIA H100 NVL (PCIe)
3171
8 GPU
NVIDIA H100 NVL (PCIe)
8762
VGG16 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Googlenet (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Googlenet (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Octane
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Redshift
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Blender
1 GPU
NVIDIA H100 NVL (PCIe)
5069.86
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Luxmark
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Unreal Engine
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Performance (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Training Time (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Performance (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
2 GPU
NVIDIA H100 NVL (PCIe)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
Board Design
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
Length
336 mm
268 mm
336 mm
267 mm
Outputs
1x HDMI, 3x DisplayPort
No outputs
1x HDMI, 3x DisplayPort
4x DisplayPort
Power Connectors
1x 12-pin
8-pin EPS
1x 16-pin
1x 16-pin
Slot width
Triple-slot
Dual-slot
Triple-slot
Dual-slot
TDP
350 W
700 W
450 W
350 W
Clock Speeds
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
Boost Clock
1695 MHz
1837 MHz
2520 MHz
MHz
GPU Clock
1395 MHz
1665 MHz
2235 MHz
MHz
Memory Clock
19500 MHz
5300 MHz
21200 MHz
MHz
Graphics Card
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
Bus Interface
PCIe 4.0 x16
PCIe 5.0 x16
PCIe 4.0 x16
PCIe 4.0 x16
Generation
GeForce 30
Server Hopper (Hxx)
GeForce 40
Tesla Ada (Lxx)
Graphics Features
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
DirectX
12 Ultimate (12_2)
12 Ultimate (12_2)
12 Ultimate (12_2)
OpenCL
3.0
3.0
3.0
3.0
OpenGL
4.6
4.6
4.6
Shader Model
6.6
6.7
6.7
CUDA
8.6
9.0
8.9
8.9
Graphics Processor
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
Architecture
Ampere
Hopper
Ada Lovelace
Ada Lovelace
Die Size
628 mm2
814 mm2
608 mm2
mm2
GPU Name
GA102-300-A1
GH100
AD102-300-A1
AD102
Process Size
8 nm
5 nm
5 nm
5 nm
Transistors
28300 million
80000 million
76300 million
million
Memory
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
Bandwidth
936.2 GB/s
3360 GB/s
1018 GB/s
864 GB/s
Memory Bus
384 bit
5120 bit
384 bit
384 bit
Memory Size
24 GB
96 GB
24 GB
48 GB
Memory Type
GDDR6X
HBM3
GDDR6X
GDDR6
Render Config
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
ROPs
112
24
192
192
RT Cores
82
128
142
Shading Units/ CUDA Cores
10496
16896
16384
18176
TMUs
328
528
512
568
Tensor Cores
328
528
512
568
Theoretical Performance
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
FP16 (half) performance
35.58 TFLOPS
248.3 TFLOPS
82.58 TFLOPS
91.6 TFLOPS
FP32 (float) performance
35.58 TFLOPS
62.08 TFLOPS
82.58 TFLOPS
91.6 TFLOPS
FP64 (double) performance
556 GFLOPS
31040 GFLOPS
1290 GFLOPS
GFLOPS
Pixel Rate
189.8 GPixel/s
44.09 GPixel/s
483.8 GPixel/s
GPixel/s
Texture Rate
556 GTexel/s
969.9 GTexel/s
1290 GTexel/s
GTexel/s
Price
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
MSRP
1499 $
$
1599 $
$
Release Date
Sep 1st, 2020
Mar 21st, 2023
Oct 12th, 2022
Aug 9th, 2023
Test bench configuration
NVIDIA RTX 3090
NVIDIA H100 NVL (PCIe)
NVIDIA RTX 4090
NVIDIA L40s
Hardware
BIZON X5000 More details
BIZON X5000 More details
BIZON X5500 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:
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:
3D Rendering:
Nvidia Driver:
VRay Benchmark:
Octane Benchmark:
Redshift Benchmark:
Blender:
Luxmark: