AI · alternatives · 2026

24 alternatives to Generative Fill with AI and 3D

Hey all, You've probably seen projects that add objects to an image from a style or text prompt, like InteriorAI (levelsio) and Adobe Firefly. The prevalent issue with these diffusion-based inpainting approaches is that they don't yet have great conditioning on lighting, perspective, and structure. You'll often get incorrect or generic shadows; warped-looking objects; and distorted backgrounds. What is Fill 3D? Fill 3D is an exploration on doing generative fill in 3D to render ultra-realistic results that harmonize with the background image, using industry-standard path tracing, akin to…

Fill 3D is a generative image tool that adds objects to photos by working in three dimensions rather than two. Unlike existing text-based inpainting tools, it uses 3D rendering and path tracing to ensure added objects… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Generative Fill with AI and 3D launched in 2023; newer entries below may have overtaken it.

1. 1
   D-ID's Creative Reality™ Studio▲1,069

   Use generative AI to create future-facing videos

   2022 · studio.d-id.com · its alternatives →

2. 2
   Generate Stable Diffusion scenes around 3D models▲123

   3D-to-photo is an open source tool for Generative AI product photography, that uses 3D models to allow fine camera angle control in generated images. If you have 3D models created using the iOS 3D scanner you can upload them directly on to 3D-to-photo and describe the scene you want to create. For example: "on a city side walk" "near a lake, overlooking the water" Then click "generate" to get the final images. The tech stack behind 3D-to-photo: Handling 3d models on the web: @threejs Hosting the diffusion model: @replicate 3D scanning apps: shopify,Polycam3D or LumaLabsAI

   2023 · github.com · its alternatives →

3. 3
   Blend▲442

   Stunning product visuals in seconds with AI

   2023 · blendnow.com · its alternatives →

4. 4
   Tripo AI 3.0▲641

   Create AI 3D model with text and image in seconds for free

   2025 · tripo3d.ai · its alternatives →

5. 5
   MAI-Image-2.5▲241

   Hey HN I’ve been experimenting with different image generation tools for months — but I kept running into the same problems: slow generation, repeated outputs, and limited artistic control. That’s why I built MAI-Image-1, Microsoft’s latest AI image generation model designed for creators, designers, and developers who need fast, realistic results without sacrificing flexibility. What makes MAI-Image-1 different: Ultra-realistic rendering — it accurately captures light, texture, and natural shadows. Lightning-fast generation — create detailed images in seconds. No style lock-in — experiment…

   Jun 2026 · microsoft.ai · its alternatives →

6. 6
   I made a computer vision addon for Blender▲268

   A Blender addon for generating synthetic ground truth data for Computer Vision applications - GitHub - Cartucho/vision_blender: A Blender addon for generating synthetic ground truth data for Computer Vision applications

   2020 · github.com · its alternatives →

7. 7
   Meshy-1▲611

   Create stunning 3D models with AI

   2023 · meshy.ai · its alternatives →

8. 8
   DreamFusion▲84

   Generate 3D assets from text

   2022 · dreamfusion3d.github.io · its alternatives →

9. 9
   Stable Diffusion powered level editor for a 2D game▲395

   Hey folks, I’ve been working on using control-net to take in a video game level (input as a depth image) and output a beautiful illustration of that level. Play with it here: dimensionhopper.com or read the blog post about what it took to get it to work. Been a super fun project.

   2023 · generalrobots.substack.com · its alternatives →

10. 10
    PixelBin Generative Background Creator▲274

    Revolutionise your product photography with the power of AI

    2023 · console.pixelbin.io · its alternatives →

11. 11
    AI Background Generator by PhotoRoom▲235

    Stable diffusion AI to create any backgrounds you imagine

    2022 · photoroom.com · its alternatives →

12. 12
    Shapen▲239

    Create 3D models from images

    2025 · shapen.com · its alternatives →

13. 13
    3D AI Studio V3▲156

    Generate & Texture 3D models faster, smarter-now even better

    2025 · 3daistudio.com · its alternatives →

14. 14
    generative.app▲81

    Transform your images into compelling algorithmic art

    2018 · generative.app · its alternatives →

15. 15
    Modelify▲134

    Transform 2D photos into stunning 3D models instantly.

    2025 · apps.apple.com · its alternatives →

16. 16
    MeshifAI▲146

    Text-To-3D Generation Platform For Developers

    2025 · meshifai.com · its alternatives →

17. 17
    Freeflo▲138

    Reusable generative AI style prompts for better images

    2023 · freeflo.ai · its alternatives →

18. 18
    r3DPhoto▲170

    Turn photos into stunning 3D models

    2022 · its alternatives →

19. 19
    GANpaint▲133

    Use AI to add, delete, and edit objects

    2019 · its alternatives →

20. 20
    2dto3D▲114

    Turn photos into 3D models that actually work

    2025 · 2dto3d.app · its alternatives →

21. 21
    AI Backdrop▲149

    Generate any hyper realistic background for anything

    2023 · its alternatives →

22. 22
    Stable Video 3D▲142

    Generate 3D video from a text or image prompt

    2024 · sv3d.github.io · its alternatives →

23. 23
    Vispunk▲129

    Create AI images with perfect composition via drag-and-drop

    2023 · vispunk.com · its alternatives →

24. 24
    Doodle Morph AI▲97

    Transform drawings into photo-realistic art with AI

    2023 · doodlemorphai.com · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →