NormalMap AI vs TextureForge

NormalMap AI is a browser-based tool suite for generating PBR textures from images or text descriptions. Uploading an image automatically produces height, normal, roughness, metallic, ambient occlusion and ORM maps; users can adjust normal strength, blur, displacement depth and roughness, then preview the material in 3D. A separate AI generator creates textures from prompts, with daily free AI credits. The seamless texture tool blends image edges to make textures tileable. Generated maps are intended for Unity, Unreal Engine or Blender, and users can flip the green channel for DirectX or OpenGL. The free in-browser PBR tools process images client-side, while AI generation stores generated textures, prompts and usage metadata. The service says generated textures are stored in Cloudflare R2 with account-scoped access, and offers controls to access, correct or delete personal data. It runs in browsers on Android, iOS and the web, including capable mobile devices, but is optimized for desktop use. The Free plan includes local tools and daily credits; Lite costs $8.90 a month. One-time credit top-ups cost 9.90 USD and do not expire.

TextureForge is a free web app for generating PBR texture maps and materials for games, 3D renders, and VFX projects. It uses Stable Diffusion text-to-image and image-to-image models, allowing generation from a written description or a source image. Outputs include Albedo/BaseColor, normal, roughness, and height maps. Users can preview generated maps and PBR materials in the browser in real time, then download them with filenames and folder structures organized for their workflow. A community gallery lets visitors browse and download materials made by other users. The maker identifies digital artists and game developers as intended users, especially during early development, previs, and alpha testing. Downloaded materials can be imported into the user’s chosen 3D program. Replicate is identified as the API used for Stable Diffusion generation. The project describes storing user descriptions and generated asset URLs in a database, without stating security certifications or compliance claims. TextureForge runs in the browser and supports text-to-texture, image-to-texture, PBR map generation, and 3D material previews. The official page does not state plan prices.