Researching the competition is essential for every small business owner. Fair competition benefits customers by encouraging creativity and improving service offerings. However, it can be discouraging to see the market flooded with untrustworthy sellers promoting fake products. This behavior erodes consumer trust in genuine creators.
As consumers, we suffer from it too. And we are fed up with it. That’s why we’ve created this…
guide to help you distinguish between authentic miniatures and AI-generated images of miniatures
Understanding AI in Miniature Design
Artificial intelligence has transformed how we approach designing miniatures. Algorithms can generate intricate designs at lightning speed, allowing creators to conceptualize and produce fake renders without the extensive labor traditionally involved. While this can be advantageous, it also raises concerns about authenticity. When browsing online marketplaces or social media, it’s essential to recognize the signs of AI-generated work.
Key Characteristics of AI-Generated Miniatures
Asymmetric Weapons
One of the most noticeable traits of AI-generated images is the presence of asymmetric weapons. A sword blade does not need to be symmetrical. Many single-edged swords—such as kukris, katanas, and falcatas—are inherently asymmetric. This is also true for fantasy weapons like the Warhammer chainsword. However, the asymmetry in these weapons usually serves a specific purpose. If you notice a tilt or irregularity on just one side without a functional reason, it may indicate a fake weapon. In natural designs, weapons often follow realistic proportions and symmetrical characteristics. However, AI can sometimes produce oddly shaped or unbalanced weaponry that doesn’t align with conventional design aesthetics. If you encounter miniatures with weapons that seem improbable or exaggerated in their asymmetry, they may very well be AI creations.

Similar but Slightly Different Pieces of Armor
AI excels in generating variations of existing designs. Consequently, you might find multiple pieces of armor that look almost identical but have slight modifications. This could manifest as minor changes in texture, color, or shape, creating an uncanny valley effect. Authentic designers typically strive for originality and uniqueness, while AI tends to iterate on pre-existing ideas, leading to imitations rather than innovations. Asymmetrical armor designs are appealing, allowing your ranger to look unique with various shoulder pads. However, what’s the purpose of creating two identical boots that only have slightly different ribbons on the top? There really isn’t one. It seems the AI struggles to comprehend the structure of a piece and ends up trying to enhance it unnecessarily.
Frightening Hands
AI-generated hands continue to be a challenge. It’s not just a specific failure in AI miniatures; the issue persists across the board. Creating realistic hands is inherently difficult, even for talented artists. I’ve seen incredible artists who struggle with drawing or sculpting hands. As a result, many online 3D renders feature poorly crafted hands that resemble skeletons. AI learns from these existing works, so what it produces is often just a bad replica of a bad product. The outcome can be quite frightening!

Gaps with No Sense
Real-life miniatures generally adhere to practical designs. However, AI can create pieces with gaps or holes that defy logic, posing structural issues that wouldn’t be viable in a physical model. These nonsensical gaps often appear in places where material should logically be present. If you spot such gaps, it’s wise to question the authenticity of the piece. However, all sculptors and makers make silly mistakes when they first start. You need to print several figurines to realize that many gaps are not only unnecessary but also inconvenient. Medium gaps between small pieces can weaken the final result, while tiny gaps between large pieces can ruin your miniature when the resin, which hasn’t been cured with ultraviolet light, begins to drip. Therefore, whenever you see something like a necklace floating over a T-shirt with no contact point, you’ll know it was designed either by a complete noob or generated by AI, since neither understands that this is a fatal mistake.
Impossible thickness

Use Common Sense
While the aforementioned characteristics serve as strong indicators of AI generation, relying solely on them might lead to misconceptions. It’s important to incorporate common sense into your evaluation process. Trust your instincts. If you feel something appears off or too perfect, take a moment to investigate further. Search for additional images of the same miniature or check the creator’s profile.
When evaluating a vendor’s offerings, ask yourself: does the vendor’s website, with its flashy images, provide additional information beyond just the visuals?
Engaging with Authentic Creations
When scouting for miniatures, particularly in the context of D&D commission work or hobbyist purchases, prioritize integrity and authenticity. Engage with creators who demonstrate their design process, offering insights into their techniques and materials. This not only fosters a deeper appreciation for the art of miniature creation but also helps you sidestep the pitfalls of acquiring fake renders.
We understand that our website features many renders, which are also digitally generated images. However, take a moment to notice how many different perspectives we provide. This is possible because we have already created a real STL file. You can also view photos of the custom miniatures design process, as well as actual photographs of our 3D-printed figurines. If a vendor does not share any of this information, it’s best to be cautious and not trust them.
Against generative AI
Currently, there are no international regulations governing the use of AI-generated imagery. The European Union is drafting regulations that require AI images to have disclaimers, but how these regulations will be enforced remains uncertain. Therefore, it’s wise to be skeptical of images that depict highly unlikely scenarios or have an unnatural appearance.
As we embrace technological advancements, it’s crucial to remain vigilant and discerning. By familiarizing yourself with the distinctive traits of AI-generated miniatures described in this guide you can cultivate a sharper eye for authenticity. Combine this knowledge with your intuition and common sense, and you’ll be well-equipped to navigate the intricate landscape of miniature design. So, next time you explore the addicting world of D&D commissions or delve into a collection of stl miniatures, remember these insights to ensure you cherish only the most genuine works of art.