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NVIDIA RTX 3090 vs NVIDIA H100 NVL (PCIe) vs NVIDIA RTX 4090 vs NVIDIA L40s
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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 RTX 3090
1071
NVIDIA H100 NVL (PCIe)
3042
NVIDIA RTX 4090
1720
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
2922
NVIDIA H100 NVL (PCIe)
11989
NVIDIA RTX 4090
5934
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
30070
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX 3090
596
NVIDIA H100 NVL (PCIe)
1350
NVIDIA RTX 4090
927
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
1625
NVIDIA H100 NVL (PCIe)
5513
NVIDIA RTX 4090
1715
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
14725
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX 3090
491
NVIDIA H100 NVL (PCIe)
1232
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
1029
NVIDIA H100 NVL (PCIe)
4858
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
12411
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX 3090
223
NVIDIA H100 NVL (PCIe)
520
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
434
NVIDIA H100 NVL (PCIe)
2124
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
5950
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX 3090
715
NVIDIA H100 NVL (PCIe)
1835
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
1720
NVIDIA H100 NVL (PCIe)
7232
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
15827
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX 3090
399
NVIDIA H100 NVL (PCIe)
854
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
1267
NVIDIA H100 NVL (PCIe)
3487
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
9837
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX 3090
383
NVIDIA H100 NVL (PCIe)
848
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
1022
NVIDIA H100 NVL (PCIe)
3343
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
6819
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX 3090
156
NVIDIA H100 NVL (PCIe)
380
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
319
NVIDIA H100 NVL (PCIe)
1551
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
4496
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX 3090
577
NVIDIA H100 NVL (PCIe)
1085
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
1004
NVIDIA H100 NVL (PCIe)
4276
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
15908
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX 3090
341
NVIDIA H100 NVL (PCIe)
776
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
1077
NVIDIA H100 NVL (PCIe)
3171
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
8762
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Googlenet (FP16)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Googlenet (FP32)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA RTX 3090
2185
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
5556
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Octane
1 GPU
NVIDIA RTX 3090
769
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
1445
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Redshift
1 GPU
NVIDIA RTX 3090
2.3
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
1.16
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Blender
1 GPU
NVIDIA RTX 3090
6010.36
NVIDIA H100 NVL (PCIe)
5069.86
NVIDIA RTX 4090
12123.96
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Luxmark
1 GPU
NVIDIA RTX 3090
95123
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
158815
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Unreal Engine
1 GPU
NVIDIA RTX 3090
47.6
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
92.1
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA RTX 3090
165.9
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
105.2
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
57.1
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
53.2
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Performance (FP16)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Training Time (FP32)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Performance (FP32)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
8 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
9.95
NVIDIA L40s
n/a
2 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
19.99
NVIDIA L40s
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA H100 NVL (PCIe)
n/a
NVIDIA RTX 4090
n/a
NVIDIA L40s
n/a
Technical Specifications
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: |
Recommended hardware
| NVIDIA RTX 3090 | NVIDIA H100 NVL (PCIe) | NVIDIA RTX 4090 | NVIDIA L40s | |
|---|---|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 | BIZON X5500 | |
| Best NVIDIA GPU servers | BIZON X7000 | BIZON X7000 |