Best 7 GPUs for Stable Diffusion [Tested & Reviewed]

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Stable Diffusion is a text-to-image diffusion model that can generate high-quality images from text descriptions.

But, there's a catch if you're running a chatbot company, you can't just use any regular computer. It demands power, especially from the part of the computer responsible for showing images and videos, called the GPU or graphics card. And not just any GPU. To get the best results, you need a high-end one, something really strong. 

Without this strong graphics card, Stable Diffusion won't run well. It might be slow or not produce the best images.

Short on Time?

Here's a quick overview of my top 7 GPU picks
- NVIDIA GeForce RTX 4090 - Check Price on Amazon
- NVIDIA GeForce RTX 4080 - Check Price on Amazon
- NVIDIA GeForce RTX 3090 - Check Price on Amazon
- NVIDIA GeForce RTX 3080 Ti - Check Price on Amazon
- NVIDIA GeForce RTX 3080 - Check Price on Amazon
- AMD Radeon RX 7900 XT - Check Price on Amazon
- AMD Radeon RX 6900 XT - Check Price on Amazon

NVIDIA GeForce RTX 4090

CUDA cores and a whopping 24GB of GDDR6X VRAM, this GPU isn't just overkill for gaming – it's a professional's dream. The likes of Stable Diffusion demand GPUs that can handle intensive computations, and the RTX 4090 stands ready.

Its 4th generation Tensor Cores and 3rd generation RT Cores are designed with AI processes in mind. When running tools like Stable Diffusion, these cores ensure swift, efficient, and high-fidelity image generation from text descriptions. The 2.52GHz boost clock is a testament to its speed, making sure that creatives won't be left waiting.

Features:
- 16,384 CUDA cores
- 24GB of GDDR6X VRAM
- 2.52GHz boost clock
- 4th generation Tensor Cores
- 3rd generation RT Cores
- PCIe 5.0 support
- DisplayPort 1.4a support
- HDMI 2.1 support

Pros:
Offers unmatched performance, standing out in gaming, content creation, and AI tasks.

Fully supports the latest in gaming tech, from 4K gaming at incredible refresh rates to the realism added by ray tracing and DLSS 3.

The 24GB VRAM is ample, perfect for intense high-definition gaming scenarios and professional workloads that demand a lot. Despite its immense power, it maintains a decent thermal profile, staying relatively cool and silent.

Cons:
Comes with a hefty price tag.
Demands a strong CPU companion and a high-quality PSU to unlock its full potential.
Its power might be overkill for the average gamer's needs.

NVIDIA GeForce RTX 4080

The NVIDIA GeForce RTX 4080 is the sweet spot for those seeking top-tier performance without reaching the pinnacle of expense found in the RTX 4090. With 9,728 CUDA cores paired with a solid 16GB of GDDR6X VRAM, the RTX 4080 is more than capable of handling the demands of tools like Stable Diffusion.

The 4th generation Tensor Cores and 3rd generation RT Cores are tuned for AI-based operations, ensuring Stable Diffusion runs seamlessly, producing quality images from text in good time. That 2.505GHz boost clock isn't just for show – it ensures tasks are executed swiftly, ensuring artists and creators aren't left twiddling their thumbs.

Features:
- 9,728 CUDA cores
- 16GB of GDDR6X VRAM
- 2.505GHz boost clock
- 4th generation Tensor Cores
- 3rd generation RT Cores
- PCIe 5.0 support
- DisplayPort 1.4a support
- HDMI 2.1 support

Pros:
- Very powerful performance for gaming, content creation, and AI workloads
- Supports the latest features and technologies, including 4K gaming at high refresh rates, ray tracing, and DLSS 3
- Has a large amount of VRAM, which is essential for high-resolution gaming and demanding workloads
- Is less expensive than the RTX 4090

Cons:
- Still very expensive
- Requires a powerful CPU and PSU
- May not be necessary for most gamers

NVIDIA GeForce RTX 3090

The RTX 3090 comes packed with 24GB of GDDR6X VRAM. What does this mean for you? Well, if you're working with tools like Stable Diffusion, it's a game-changer. You can turn those text descriptions into breathtaking images, all in the blink of an eye. And not just simple pictures, we're talking about detailed, crisp visuals that look as real as the world outside your window.

Now, if VRAM is the heart, then CUDA cores are the muscles. With the RTX 3090, you get a ton of them. Your tasks will get done faster than you can say "NVIDIA". So, if you're the type who hates waiting, this GPU has got your back. Whether you play games, make art, or dive into research, you'll notice the difference.

Features:
- 10,496 CUDA cores
- 24GB of GDDR6X VRAM
- 1.70GHz boost clock
- 3rd generation Tensor Cores
- 2nd generation RT Cores
- PCIe 4.0 support
- DisplayPort 1.4a support
- HDMI 2.1 support

Pros:
- Boasts stellar performance levels suitable for gaming, content creation, and AI applications.
- Comes with a generous amount of VRAM, which caters to high-definition gaming and resource-heavy tasks.
- Serves as a bridge between gaming GPUs and workstation GPUs, giving a professional touch.

Cons:
- Pricier than many other gaming GPUs.
- Overkill for those who just wish to game at standard resolutions.
- How it's Tailored for Stable Diffusion:

NVIDIA GeForce RTX 3080 Ti

The RTX 3080 Ti boasts a solid 12GB of GDDR6X VRAM. For you, this translates to smoother operations, especially when handling applications like Stable Diffusion. Those intricate text descriptions? They'll get transformed into vivid images in no time. Every detail, every shade, brought to life just as you envisioned.

But that's not all. A GPU isn't just about VRAM. With the RTX 3080 Ti, you also get a hefty number of CUDA cores. These cores mean faster processes, and for you, it's a world where delays don't exist. Whether you're gaming, crafting art, or running data-heavy tasks, this GPU ensures everything flows smoothly.

Features:
- 10,240 CUDA cores
- 12GB of GDDR6X VRAM
- 1.67GHz boost clock
- 3rd generation Tensor Cores
- 2nd generation RT Cores
- PCIe 4.0 support
- DisplayPort 1.4a support
- HDMI 2.1 support

Pros:
- Offers a performance level that rivals the RTX 3090.
- Balanced for both gaming and demanding professional tasks.
- More budget-friendly than the RTX 3090.

Cons:
- Still a significant investment.
- 12GB of VRAM, while ample, may be limiting for ultra-high-resolution tasks.
- Why It's Ready for Stable Diffusion:

NVIDIA GeForce RTX 3080

 This beast packs 10GB of GDDR6X VRAM. Why does that matter to you? Well, when you're working with tools like Stable Diffusion, this ample VRAM ensures that the transformation of your text descriptions into crisp images is a breeze. No more hitches, just pure, uninterrupted performance, letting your creations take shape effortlessly.

Now, while VRAM is the talk of the town, CUDA cores shouldn't be overlooked. The RTX 3080 offers a large number of these cores. For you, this spells out faster operations. Whether you're deep into gaming, experimenting with art, or handling heavy-duty tasks, the RTX 3080 keeps things moving seamlessly.

Features:
- 8,704 CUDA cores
- 10GB of GDDR6X VRAM
- 1.71GHz boost clock
- 3rd generation Tensor Cores
- 2nd generation RT Cores
- PCIe 4.0 support
- DisplayPort 1.4a support
- HDMI 2.1 support

Pros:
- Delivers fantastic performance for its price point.
- Can handle 4K gaming and professional work with ease.
- More accessible price tag.

Cons:
- VRAM can be a limitation for specific high-end applications.
- How it Stands with Stable Diffusion

AMD Radeon RX 7900 XT

The RX 7900 XT is AMD's answer to high-end demands. The GPU's 20GB VRAM is particularly appealing for software like Stable Diffusion, ensuring detailed creations come to life without a hitch. Its raw power makes it a formidable choice for those on the AMD side of the fence.

Features:
- 80MB of Infinity Cache
- 320-bit memory interface
- 20GB of GDDR6X VRAM at 20Gbps
- 2.5GHz boost clock
- RDNA 3 architecture
- DisplayPort 2.1 support
- HDMI 2.1 support
- PCIe 5.0 support

Pros:
- Packed with raw performance, suitable for 4K gaming and professional work.
- A considerable amount of VRAM ensures detailed tasks run smoothly.
- Competitive pricing compared to NVIDIA counterparts.

Cons:
- Driver and software support can sometimes lag behind NVIDIA.
- Ray tracing capabilities are not as refined.
- Its Role with Stable Diffusion:

AMD Radeon RX 6900 XT

RX 6900 XT brings its A-game with 16GB of GDDR6 VRAM. Why does that matter for Stable Diffusion? More VRAM means your text inputs transform into crisp images smoothly. No more waiting around. You type, and the card does the heavy lifting, giving you clear images in no time.

But it's not just about VRAM. The RX 6900 XT's stream processors are the real workhorses here. A high count means faster operations. So, when you're diving into Stable Diffusion, this card ensures it's a breeze, no stutters or long waits.

Whether it's high-quality image generation or intricate designs, this card has got your back. It's designed to meet the demands of today's creative tools.

Features:
- 80MB of Infinity Cache
- 256-bit memory interface
- 16GB of GDDR6 VRAM
- 2.25GHz boost clock
- RDNA 2 architecture
- DisplayPort 1.4a support
- HDMI 2.1 support
- PCIe 4.0 support

Pros:
- Delivers performance close to NVIDIA's high-end GPUs.
- 16GB of VRAM is a boon for multitasking and heavy-duty applications.
- Typically more affordable than its NVIDIA counterparts.

Cons:
- Not as efficient in ray tracing as NVIDIA's RTX series.
- Some users report software and driver inconsistencies.
- How it Performs with Stable Diffusion:

FAQ

What makes a GPU ideal for Stable Diffusion?
A good GPU for Stable Diffusion should have a lot of VRAM and powerful cores. The more VRAM and cores, the smoother and quicker the image generation. It's also essential that the GPU supports the latest tech to ensure top-quality results.

Do I always need a high-end GPU for Stable Diffusion?
Not always. While a high-end GPU will give you the best performance and quickest results, mid-range GPUs can still handle Stable Diffusion decently. However, for professionals or those wanting the best results, a high-end GPU is recommended.

Can I use Stable Diffusion on an integrated GPU?
It's possible, but it won't be efficient. Integrated GPUs lack the power and VRAM that dedicated GPUs have. You might face long wait times, and the quality might not be up to the mark.

Is it worth upgrading my GPU just for Stable Diffusion?
If you frequently use Stable Diffusion and want faster, high-quality results, then yes, it might be worth the investment. But if you're only dabbling or testing the waters, it might be best to start with what you have and upgrade later if needed.

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Written By: Nile Frater

Editor in Chief

Published Date: Oct 21, 2023

Looking for the best GPU for Stable Diffusion? Look no further! Our team of experts has tested and reviewed the top 7 GPUs on the market, so you can find the perfect one for your needs