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NVIDIA A100 80 GB (PCIe) vs NVIDIA H100 NVL (PCIe) vs NVIDIA H200 NVL (PCIe)
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Best GPUs for local LLM, AI development, compute in 2026. Recommended GPU & hardware for local LLM, 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 is the best GPU for your needs (NVIDIA RTX 5090/4090, NVIDIA H100 94GB NVL, H200 142GB NVL, A100 80GB, B200, B300, NVIDIA RTX PRO 6000 Blackwell, RTX PRO 6000 Ada, A6000). 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 RTX PRO 6000 vs. RTX 5090
- NVIDIA H100 NVL vs. H200 NVL vs. A100 80GB
- NVIDIA A100 80GB vs. NVIDIA RTX 4090
- NVIDIA A6000 vs. NVIDIA A100 80GB
- NVIDIA V100 vs. NVIDIA RTX 3090
Benchmarks
AI Local LLM GPU Benchmarks 2026 [Updated]
Resnet50 (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
2535
NVIDIA H100 NVL (PCIe)
3042
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
9366
NVIDIA H100 NVL (PCIe)
11989
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
21479
NVIDIA H100 NVL (PCIe)
30070
NVIDIA H200 NVL (PCIe)
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Resnet50 (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
1144
NVIDIA H100 NVL (PCIe)
1350
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
4273
NVIDIA H100 NVL (PCIe)
5513
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
9752
NVIDIA H100 NVL (PCIe)
14725
NVIDIA H200 NVL (PCIe)
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Resnet152 (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
1027
NVIDIA H100 NVL (PCIe)
1232
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
3795
NVIDIA H100 NVL (PCIe)
4858
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
8865
NVIDIA H100 NVL (PCIe)
12411
NVIDIA H200 NVL (PCIe)
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Resnet152 (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
441
NVIDIA H100 NVL (PCIe)
520
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
1646
NVIDIA H100 NVL (PCIe)
2124
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
3941
NVIDIA H100 NVL (PCIe)
5950
NVIDIA H200 NVL (PCIe)
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Inception V3 (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
1529
NVIDIA H100 NVL (PCIe)
1835
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
5650
NVIDIA H100 NVL (PCIe)
7232
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
11305
NVIDIA H100 NVL (PCIe)
15827
NVIDIA H200 NVL (PCIe)
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Inception V3 (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
724
NVIDIA H100 NVL (PCIe)
854
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
2703
NVIDIA H100 NVL (PCIe)
3487
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
6514
NVIDIA H100 NVL (PCIe)
9837
NVIDIA H200 NVL (PCIe)
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Inception V4 (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
707
NVIDIA H100 NVL (PCIe)
848
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
2612
NVIDIA H100 NVL (PCIe)
3343
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
4871
NVIDIA H100 NVL (PCIe)
6819
NVIDIA H200 NVL (PCIe)
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Inception V4 (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
322
NVIDIA H100 NVL (PCIe)
380
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
1202
NVIDIA H100 NVL (PCIe)
1551
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
2977
NVIDIA H100 NVL (PCIe)
4496
NVIDIA H200 NVL (PCIe)
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
VGG16 (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
904
NVIDIA H100 NVL (PCIe)
1085
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
3341
NVIDIA H100 NVL (PCIe)
4276
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
11363
NVIDIA H100 NVL (PCIe)
15908
NVIDIA H200 NVL (PCIe)
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
VGG16 (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
658
NVIDIA H100 NVL (PCIe)
776
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
2458
NVIDIA H100 NVL (PCIe)
3171
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
5803
NVIDIA H100 NVL (PCIe)
8762
NVIDIA H200 NVL (PCIe)
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Googlenet (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Googlenet (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
(copy)
3D, GPU Rendering Benchmarks 2026 [Updated]
V-Ray
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Octane
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Redshift
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Blender
1 GPU
NVIDIA A100 80 GB (PCIe)
3935.71
NVIDIA H100 NVL (PCIe)
5069.86
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Luxmark
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Unreal Engine
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
RELION Cryo-EM Benchmarks 2026 [Updated]
Total run time
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
BERT LARGE Training, Inference Benchmark 2026 [Updated]
Training Time (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Performance (FP16)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Training Time (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Performance (FP32)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
LLM Inference Benchmark 2026 [Updated]
Llama3.1 70B
1 GPU
NVIDIA A100 80 GB (PCIe)
27.3
NVIDIA H100 NVL (PCIe)
32
NVIDIA H200 NVL (PCIe)
n/a
2 GPU
NVIDIA A100 80 GB (PCIe)
27.4
NVIDIA H100 NVL (PCIe)
32
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Llama3.1 405B
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
0.1
NVIDIA H200 NVL (PCIe)
n/a
2 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
OpenAI gpt-oss-20b (FP4)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
OpenAI gpt-oss-120b (FP4)
1 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
4 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
8 GPU
NVIDIA A100 80 GB (PCIe)
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA H200 NVL (PCIe)
n/a
Technical Specifications
Board Design
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Length | 267 mm | 268 mm | 267 mm |
| Outputs | No outputs | No outputs | No outputs |
| Power Connectors | 8-pin EPS | 8-pin EPS | 8-pin EPS |
| Slot width | Dual-slot | Dual-slot | Dual-slot |
| TDP | 250 W | 700 W | 600 W |
Clock Speeds
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Boost Clock | 1410 MHz | 1837 MHz | 1785 MHz |
| GPU Clock | 1065 MHz | 1665 MHz | 1365 MHz |
| Memory Clock | 3200 MHz | 5300 MHz | 5300 MHz |
Graphics Card
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 5.0 x16 | PCIe 5.0 x16 |
| Generation | Tesla (Axx) | Server Hopper (Hxx) | Server Hopper (Hxx) |
Graphics Features
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| OpenCL | 3.0 | 3.0 | 3.0 |
| CUDA | 8.0 | 9.0 | 9.0 |
Graphics Processor
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Architecture | Ampere | Hopper | Hopper |
| Die Size | 826 mm2 | 814 mm2 | 814 mm2 |
| GPU Name | GA100 | GH100 | GH100 |
| Process Size | 7 nm | 5 nm | 5 nm |
| Transistors | 54200 million | 80000 million | 80000 million |
Memory
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Bandwidth | 2039 GB/s | 3360 GB/s | 3360 GB/s |
| Memory Bus | 5120 bit | 5120 bit | 5120 bit |
| Memory Size | 80 GB | 96 GB | 141 GB |
| Memory Type | HBM2e | HBM3 | HBM3e |
Render Config
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| ROPs | 160 | 24 | 24 |
| Shading Units/ CUDA Cores | 6912 | 16896 | 16896 |
| TMUs | 432 | 528 | 528 |
| Tensor Cores | 432 | 528 | 528 |
Theoretical Performance
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| FP16 (half) performance | 77.97 TFLOPS | 248.3 TFLOPS | 241.3 TFLOPS |
| FP32 (float) performance | 19.49 TFLOPS | 62.08 TFLOPS | 60.32 TFLOPS |
| FP64 (double) performance | 9746 GFLOPS | 31040 GFLOPS | 30160 GFLOPS |
| Pixel Rate | 225.6 GPixel/s | 44.09 GPixel/s | 42.84 GPixel/s |
| Texture Rate | 609.1 GTexel/s | 969.9 GTexel/s | 942.5 GTexel/s |
Price
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Release Date | Jun 28th, 2021 | Mar 21st, 2023 | Nov 18th, 2024 |
Test bench configuration
| NVIDIA A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details | BIZON G9000 More details |
| Software | 3D Rendering: Nvidia Driver: 461.09 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 A100 80 GB (PCIe) | NVIDIA H100 NVL (PCIe) | NVIDIA H200 NVL (PCIe) | |
|---|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 | |
| Best NVIDIA GPU servers | BIZON X7000 | BIZON X7000 |