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NVIDIA H100 NVL (PCIe) vs NVIDIA H100 NVL (SXM5)
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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.
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:
- NVIDIA H100 vs. A100 vs. RTX 6000 Ada
- NVIDIA RTX 4090 vs. RTX 4080 vs. RTX 3090
- NVIDIA RTX 3080 vs. 3080 Ti vs. RTX 3090
- NVIDIA RTX 3090 vs. NVIDIA A6000
- NVIDIA A6000 vs. A5000 vs. NVIDIA RTX 3090
- NVIDIA A100 vs. NVIDIA A6000
- NVIDIA RTX 2080 Ti vs. Titan RTX vs Quadro RTX8000
Benchmarks
Deep Learning GPU Benchmarks 2024–2025 [Updated]
Resnet50 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
3042
NVIDIA H100 NVL (SXM5)
4197
4 GPU
NVIDIA H100 NVL (PCIe)
11989
NVIDIA H100 NVL (SXM5)
15945
8 GPU
NVIDIA H100 NVL (PCIe)
30070
NVIDIA H100 NVL (SXM5)
41496
Resnet50 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Resnet50 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
1350
NVIDIA H100 NVL (SXM5)
1903
4 GPU
NVIDIA H100 NVL (PCIe)
5513
NVIDIA H100 NVL (SXM5)
7828
8 GPU
NVIDIA H100 NVL (PCIe)
14725
NVIDIA H100 NVL (SXM5)
20616
Resnet50 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Resnet152 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
1232
NVIDIA H100 NVL (SXM5)
1701
4 GPU
NVIDIA H100 NVL (PCIe)
4858
NVIDIA H100 NVL (SXM5)
6461
8 GPU
NVIDIA H100 NVL (PCIe)
12411
NVIDIA H100 NVL (SXM5)
17128
Resnet152 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Resnet152 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
520
NVIDIA H100 NVL (SXM5)
733
4 GPU
NVIDIA H100 NVL (PCIe)
2124
NVIDIA H100 NVL (SXM5)
3015
8 GPU
NVIDIA H100 NVL (PCIe)
5950
NVIDIA H100 NVL (SXM5)
8331
Resnet152 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Inception V3 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
1835
NVIDIA H100 NVL (SXM5)
2532
4 GPU
NVIDIA H100 NVL (PCIe)
7232
NVIDIA H100 NVL (SXM5)
9618
8 GPU
NVIDIA H100 NVL (PCIe)
15827
NVIDIA H100 NVL (SXM5)
21842
Inception V3 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Inception V3 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
854
NVIDIA H100 NVL (SXM5)
1204
4 GPU
NVIDIA H100 NVL (PCIe)
3487
NVIDIA H100 NVL (SXM5)
4952
8 GPU
NVIDIA H100 NVL (PCIe)
9837
NVIDIA H100 NVL (SXM5)
13771
Inception V3 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Inception V4 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
848
NVIDIA H100 NVL (SXM5)
1170
4 GPU
NVIDIA H100 NVL (PCIe)
3343
NVIDIA H100 NVL (SXM5)
4446
8 GPU
NVIDIA H100 NVL (PCIe)
6819
NVIDIA H100 NVL (SXM5)
9411
Inception V4 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Inception V4 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
380
NVIDIA H100 NVL (SXM5)
535
4 GPU
NVIDIA H100 NVL (PCIe)
1551
NVIDIA H100 NVL (SXM5)
2202
8 GPU
NVIDIA H100 NVL (PCIe)
4496
NVIDIA H100 NVL (SXM5)
6294
Inception V4 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
VGG16 (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
1085
NVIDIA H100 NVL (SXM5)
1497
4 GPU
NVIDIA H100 NVL (PCIe)
4276
NVIDIA H100 NVL (SXM5)
5687
8 GPU
NVIDIA H100 NVL (PCIe)
15908
NVIDIA H100 NVL (SXM5)
21953
VGG16 (FP16 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
VGG16 (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
776
NVIDIA H100 NVL (SXM5)
1095
4 GPU
NVIDIA H100 NVL (PCIe)
3171
NVIDIA H100 NVL (SXM5)
4503
8 GPU
NVIDIA H100 NVL (PCIe)
8762
NVIDIA H100 NVL (SXM5)
12267
VGG16 (FP32 XLA)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Googlenet (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Googlenet (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Octane
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Redshift
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Blender
1 GPU
NVIDIA H100 NVL (PCIe)
5069.86
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Luxmark
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Unreal Engine
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Performance (FP16)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Training Time (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Performance (FP32)
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
8 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
2 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
4 GPU
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H100 NVL (SXM5)
n/a
Technical Specifications
Board Design
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Length | 268 mm | mm |
| Outputs | No outputs | No outputs |
| Power Connectors | 8-pin EPS | None |
| Slot width | Dual-slot | N/A |
| TDP | 700 W | 700 W |
Clock Speeds
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Boost Clock | 1837 MHz | 1837 MHz |
| GPU Clock | 1665 MHz | 1665 MHz |
| Memory Clock | 5300 MHz | 5300 MHz |
Graphics Card
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Bus Interface | PCIe 5.0 x16 | PCIe 5.0 x16 |
| Generation | Server Hopper (Hxx) | Server Hopper (Hxx) |
Graphics Features
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| OpenCL | 3.0 | 3.0 |
| CUDA | 9.0 | 9.0 |
Graphics Processor
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Architecture | Hopper | Hopper |
| Die Size | 814 mm2 | 814 mm2 |
| GPU Name | GH100 | GH100 |
| Process Size | 5 nm | 5 nm |
| Transistors | 80000 million | 80000 million |
Memory
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Bandwidth | 3360 GB/s | 3360 GB/s |
| Memory Bus | 5120 bit | 5120 bit |
| Memory Size | 96 GB | 96 GB |
| Memory Type | HBM3 | HBM3 |
Render Config
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| ROPs | 24 | 24 |
| Shading Units/ CUDA Cores | 16896 | 16896 |
| TMUs | 528 | 528 |
| Tensor Cores | 528 | 528 |
Theoretical Performance
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| FP16 (half) performance | 248.3 TFLOPS | 248.3 TFLOPS |
| FP32 (float) performance | 62.08 TFLOPS | 62.08 TFLOPS |
| FP64 (double) performance | 31040 GFLOPS | 31040 GFLOPS |
| Pixel Rate | 44.09 GPixel/s | 44.09 GPixel/s |
| Texture Rate | 969.9 GTexel/s | 969.9 GTexel/s |
Price
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Release Date | Mar 21st, 2023 | Mar 21st, 2023 |
Test bench configuration
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details |
| Software | 3D Rendering: 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 |
Recommended hardware
| NVIDIA H100 NVL (PCIe) | NVIDIA H100 NVL (SXM5) | |
|---|---|---|
| Best GPU workstations | BIZON X5500 | |
| Best NVIDIA GPU servers | BIZON X7000 |