In the rapidly evolving field of AI, stable diffusion has emerged as a powerful technique for generating high-quality images from textual descriptions. However, running stable diffusion requires substantial computational resources, particularly in terms of VRAM. This is where the right GPU becomes indispensable.
In this article, we delve into the world of stable diffusion and present the 10 best AMD GPUs that excel in this demanding task. From impressive VRAM capacities to exceptional performance, these GPUs offer the ideal combination of power and efficiency to fuel your stable diffusion endeavors. Join us as we explore the top contenders and unlock the true potential of image generation through stable diffusion with AMD GPUs.
Related: Best Budget GPU for Stable Diffusion
Best AMD GPU for Stable Diffusion
10. AMD Radeon RX 6600
The AMD RX 6600 is a budget-friendly graphics card that offers impressive performance considering its affordability. With 8GB of VRAM, it provides sufficient memory for most gaming and general computing tasks. However, it’s important to note that this GPU is not specifically designed for AI tasks, and its performance in such applications may not be as robust as specialized AI GPUs.
In terms of stable diffusion, the RX 6600 holds its ground and delivers commendable results. According to benchmarks conducted by Tom’s Hardware, this GPU achieves comparable performance to Intel’s A770, a testament to its capabilities in handling stable diffusion tasks. It takes approximately 2 minutes to generate images at a resolution of 512×512 with 100 steps in stable diffusion. While not the fastest option on the market, the RX 6600 manages to produce satisfactory results considering its price point.
In addition to its affordability and competitive stable diffusion performance, the AMD RX 6600’s 8GB of VRAM provides an advantage for users interested in exploring more demanding applications, such as the upcoming version of stable diffusion called SD XL. SD XL has a minimum VRAM requirement of 8GB
GDH RATING
9. AMD Radeon RX 6600 XT
The RX 6600 XT finds itself positioned as the second most affordable option on our list of top AMD GPUs for stable diffusion. While it may not have the same level of raw power as its higher-end counterparts, it still offers a commendable performance within its price range. Equipped with 8GB of VRAM, the RX 6600 XT provides ample memory to handle various graphics-intensive tasks, including stable diffusion.
When it comes to stable diffusion, the RX 6600 XT demonstrates its capabilities by generating images in 512×512 resolution with 100 steps. According to benchmarks conducted by reputable sources like Tom’s Hardware, this GPU achieves a respectable rate of 2.1 iterations per second. While it may not match the sheer speed and efficiency of some high-end GPUs dedicated to AI tasks, the RX 6600 XT still manages to hold its ground and deliver satisfactory results.
GDH RATING
8. AMD Radeon RX 6650 XT
The AMD RX 6650 XT finds itself as the third most affordable option on this list of best AMD GPUs for stable diffusion. With 8GB of VRAM, it presents a compelling option for those seeking a balance between cost and performance. While it may not be specifically designed for AI tasks, it is capable of handling such workloads reasonably well.
In terms of stable diffusion performance, benchmarks conducted by Tom’s Hardware reveal that the RX 6650 XT exhibits commendable capabilities. When generating images at a resolution of 512×512 pixels with 100 steps in stable diffusion, this GPU showcases a noteworthy performance of 2.3 iterations per second. While it may not reach the pinnacle of high-end GPUs, it still offers a solid foundation for stable diffusion tasks.
It’s important to acknowledge that the RX 6650 XT’s strength lies in its affordability and suitability for a wide range of applications, rather than being optimized solely for AI purposes.
GDH RATING
7. AMD Radeon RX 6700
The AMD RX 6700 is an affordable option among the top AMD GPUs for stable diffusion. With its 10GB of VRAM, it offers a decent amount of memory for image-generation tasks. While it may not be specifically designed for AI tasks, it is still capable of handling them reasonably well.
In terms of performance, the RX 6700 demonstrates its capabilities with a reported iteration rate of 2.4 iterations per second for generating images at a resolution of 512×512 pixels with 100 steps in stable diffusion. These figures have been derived from benchmarks conducted by Tom’s Hardware, a reputable source in the field.
Considering its position as the fourth cheapest GPU on the list, the RX 6700 provides an attractive option for users who are looking to balance performance and affordability. While it may not offer the same level of power and efficiency as the higher-end models, it still manages to deliver satisfactory results for stable diffusion tasks.
When comparing the RX 6700 to other GPUs in the list, it’s important to note that some of the higher-tier models may offer even greater performance and efficiency for stable diffusion. However, the RX 6700 holds its ground by providing a solid balance between price and performance, making it a suitable choice for individuals who want to engage in stable diffusion tasks without breaking the bank.
GDH RATING
6. AMD Radeon RX 6700 XT
The AMD RX 6700 XT is an enticing option for individuals seeking an AMD GPU that strikes a balance between price and performance. While it may not be specifically designed for AI tasks, this graphics card showcases commendable capabilities in stable diffusion processes. Let’s delve into the details of this 10th entry on our list of the best AMD GPUs for stable diffusion.
With 12GB of VRAM at its disposal, the RX 6700 XT offers a respectable amount of memory for demanding computational tasks. While it may not boast the highest VRAM capacity in its class, it compensates with its impressive computational power. Benchmarks conducted by Tom’s Hardware reveal that this GPU delivers an approximate iteration rate of 2.9 to 3 iterations per second when generating images in 512×512 resolution with 100 steps in stable diffusion.
GDH RATING
5. AMD Radeon RX 6750 XT
The RX 6750 XT is one of the more affordable options on our list of the best AMD GPUs for stable diffusion. While it may not be specifically designed for AI tasks, it still manages to deliver respectable performance in generating images through stable diffusion.
With 12GB of VRAM, the RX 6750 XT offers a decent amount of memory for handling complex computational tasks. It should be noted that this GPU may not have the same level of raw power and specialized architecture as some of its higher-end counterparts, but it can still get the job done.
According to benchmarks conducted by Tom’s Hardware, the RX 6750 XT demonstrates a stable diffusion performance of 3.1 to 3.3 iterations per second when generating images in 512×512 resolution with 100 steps. While not leading the pack in terms of speed, it is still capable of producing satisfactory results.
GDH RATING
4. AMD Radeon RX 6800XT
The AMD RX 6800XT is a notable contender in the world of graphics processing units (GPUs) and finds its place as the 7th most affordable option in this list of top GPUs for stable diffusion. Despite not being explicitly designed for AI tasks, it showcases impressive capabilities in this domain.
One of the standout features of the RX 6800XT is its substantial 16 GB of VRAM, which provides ample memory for handling complex computational tasks. This generous VRAM capacity allows for smooth and efficient processing, making it an attractive choice for applications involving stable diffusion.
According to the same benchmark results published by reputable sources like Tom’s Hardware, the RX 6800XT demonstrates commendable performance in stable diffusion tasks. In generating images at a resolution of 512×512 with 100 steps in stable diffusion, it achieves a noteworthy 3.5 iterations per second.
GDH RATING
3. AMD Radeon RX 6950XT
The AMD RX 6950XT is a notable graphics card that holds the position of being the 8th cheapest option on our list of Best AMD GPUs for Stable Diffusion. While it may not have been explicitly designed for AI tasks, it certainly possesses the capability to handle them with satisfactory results.
One of the key highlights of the RX 6950XT is its generous 16 GB of VRAM, which provides ample memory for handling complex computational tasks. When it comes to stable diffusion, this GPU exhibits impressive performance.
According to the same benchmarks conducted by Tom’s Hardware, the RX 6950XT achieves a commendable 4.4 iterations per second when generating images in the resolution of 512×512 with 100 steps in stable diffusion. This level of performance indicates that the RX 6950XT can effectively handle AI-related workloads, including stable diffusion tasks, making it a viable choice for individuals seeking a reliable GPU for such applications.
While the RX 6950XT may not offer the absolute cutting-edge performance found in specialized AI-centric GPUs, it compensates for this by delivering a compelling balance between affordability and functionality.
GDH RATING
2. AMD Radeon RX 7900XT
The AMD RX 7900XT stands as a prominent GPU in the realm of stable diffusion tasks. While it may not be specifically designed for AI-related work, it exhibits remarkable capabilities when it comes to generating images in stable definitions. With its impressive features and notable performance enhancements, the RX 7900XT secures its position as the second-best GPU in this list.
The RX 7900XT boasts a substantial 20 GB of VRAM, providing ample memory capacity for handling complex computational tasks. This significant VRAM capacity enables the GPU to process large data sets efficiently and deliver impressive results. With this generous allocation of memory, the RX 7900XT ensures that intricate details and high-resolution images are generated with ease and precision.
According to benchmarks conducted by the same renowned hardware authority Tom’s Hardware, the RX 7900XT has demonstrated a substantial leap in stable diffusion performance. Running at an impressive rate of 17.8 iterations per second, the GPU showcases remarkable improvements compared to its predecessor, which achieved a mere 4.5 iterations per second. This significant increase in performance enables the RX 7900XT to generate high-quality images in 512×512 resolution with 100 steps in stable definition, all within a fraction of the time.
GDH RATING
1. AMD Radeon RX 7900XTX
The AMD RX 7900XT is a formidable contender in the world of GPUs, particularly when it comes to stable diffusion tasks. With its generous 24 GB of VRAM and significant improvements in image generation speeds, the RX 7900XT earns its spot as the second-best AMD GPU on our list.
One standout feature of the RX 7900XT is its ample 24 GB of VRAM. This generous VRAM capacity allows for the processing of large datasets and complex models, making it suitable for demanding stable diffusion tasks. Whether you’re working with high-resolution images or performing intricate computations, the RX 7900XT’s extensive VRAM ensures that you have enough headroom to handle your workload effectively.
The performance of the RX 7900XT is where it truly shines in stable diffusion tasks. Based on benchmarks conducted by Tom’s Hardware, the RX 7900XT exhibits a remarkable improvement in image generation speeds. With a notable leap from the previous generation, it achieves an impressive 19.3 iterations per second. This improvement is particularly significant when generating images in 512×512 resolution with 100 steps in the stable definition.
GDH RATING
Frequently Asked Questions?
Can AMD GPU Run Stable Diffusion?
Yes, but if you are on Linux then you will have a lot easier time running it, but in Windows, you might need extra effort running it, but yeah it’s possible on both.
What is the Best AMD GPU for running Stable Diffusion?
When it comes to running Stable Diffusion, you’ve got some fantastic options from AMD. The top contenders are the AMD Radeon RX 7900XTX and the AMD Radeon RX 7900XT. Both of these GPUs are known for their stability and performance, making them great choices for your Stable Diffusion needs.
What is the best budget AMD GPU for running Stable Diffusion?
If you are on a highly tight budget, then go for AMD Radeon RX 6600 XT or RX 6650 XT for running Stable Diffusion, as they can give you a decent performance and have decent VRAM.
