NormalMap AI

Overview

NormalMap AI is a browser-based PBR texture tool for turning images and text prompts into material maps. It is best suited to artists and 3D creators who want map generation, adjustment, and 3D preview together. Its strongest case is a free local workflow with optional AI generation; the main trade-off is that paid generation is credit-based and most plans cap output at 1024×1024.

Key features

Upload an image and the local tools automatically create height, normal, roughness, metallic, ambient occlusion, and ORM maps. Because this processing happens in the browser, it is a practical choice when you want a PBR map set from an existing image without sending that image through AI generation. The distinction matters: AI generation stores generated textures, prompts, and usage metadata.

Text prompts can generate new textures, with free daily AI credits for occasional use. Adjustments for normal strength, blur, displacement depth, and roughness, alongside a 3D material preview, help refine results before export. The seamless tool blends image edges to make textures tileable. Generated maps are aimed at Unity, Unreal Engine, and Blender workflows, with a green-channel flip for DirectX or OpenGL conventions.

PNG is the stated export format, and the standard maximum resolution is 1024 px. Premium adds higher-resolution support, making it the more relevant tier for users whose assets need more detail. NSFW, sexually explicit, and adult content generation is prohibited; prompts are screened before they reach an AI model.

NormalMap AI says it protects user data with encryption and access controls, and stores generated textures in Cloudflare R2 with access scoped to the account. It uses third-party services including Supabase, Creem, Runware, Kie.ai, Cloudflare R2, Cloudflare, and Google Analytics. Users can access, correct, or delete personal data, including by deleting the account through the dashboard or contacting support.

Pricing

The Free plan costs nothing and includes core local tools and daily free AI credits. It is the sensible starting point for image-based map work and light prompt experimentation, but daily credits make it a limited option for regular AI production.

Lite costs $8.90 a month, billed $8.90 /mo, for 2,000 credits/month and up to 2,000 generations at 1024×1024, all AI models, and a standard queue. It suits steady but moderate generation; it gives up the priority queue and higher-resolution support of the upper tiers.

Pro costs $19.90 a month, billed $19.90 /mo, and raises the allowance to 5,000 credits/month and up to 5,000 generations at 1024×1024, with all models and a priority queue. Premium costs $34.90 a month, billed $34.90 /mo, for 10,000 credits/month, up to 10,000 generations at 1024×1024, all models, priority queue, and higher-resolution support. Pro is the middle ground for heavier use; Premium is the clearest fit when both volume and resolution matter.

The Annual plan costs $249.90 a year, billed $249.90 /yr, and includes 11,000 credits/month, up to 11,000 monthly generations at 1024×1024, all models, and a priority queue. Its monthly credit allowance is higher than Pro's, but it does not mention Premium's higher-resolution support. Subscriber credits do not roll over between billing periods, so unused monthly allowance is lost.

A Credit top-up costs $9.90, paid once, billed 1000 credits for $9.90. Those credits never expire and do not auto-renew, making the top-up a better fit than a subscription for occasional bursts of AI use. Free daily credits and paid monthly credits serve different rhythms: the former suit sporadic experiments, while subscriptions provide a larger recurring allowance.

Platforms

NormalMap AI runs in a browser on web, Android, and iOS. Its progressive web app can be accessed on capable mobile devices without an app-store download, but it is optimized for desktop use. It is therefore a better fit for a desktop material workflow than for users expecting a mobile-first experience.

Who it's for

Choose NormalMap AI if you need image-to-PBR maps, prompt-based texture generation, or quick material previews in one browser suite, especially if free local processing covers much of your work. It is less compelling for people who need consistently high-resolution exports on a low-cost tier, or who want AI texture generation without credit limits.

Pros and cons

• Pros: Free local tools generate six map types from an image, so the core image-to-map workflow does not depend on AI credits.
• Pros: Editing controls, 3D preview, seamless tiling, and green-channel flipping support refinement and common engine workflows in one place.
• Pros: One-time top-up credits do not expire or auto-renew, which suits intermittent generation better than a monthly allowance.
• Cons: Standard output is capped at 1024 px, and higher-resolution support appears only with Premium.
• Cons: Subscriber credits expire at the end of each billing period, so uneven usage can leave paid allowance unused.
• Cons: AI generation stores prompts, generated textures, and usage metadata, unlike the client-side local utility tools.
• Cons: The service is optimized for desktop, despite browser access on capable mobile devices.

Alternatives

AI Texture Generators is the category list to consult if you want to compare options beyond this tool.

Consider Mixos Text to Texture if its support for iOS, macOS, Windows, and web better matches your devices. AnnoMotion is another freemium alternative, with web, Windows, and API access. AI Texture Studio offers a web-based free tier with 10 starter credits and public assets in a personal workspace. PLAYTEX AI has web and API access, with a free tier whose outputs are public and do not include a commercial-use license. Boracity AI Texture Generator offers a free web tier with generation up to 2K, while its Pro plan costs $10.99 a month. CraftPBR offers a free web plan with 10 credits per month and a full PBR map set. PBRize is a web alternative with 12 monthly usage units and a 1K maximum resolution on its free tier. Material Forge is another web option with a free tier of 100 monthly credits and one concurrent generation.

Verdict

NormalMap AI is a strong fit for creators who want free, client-side image-to-map tools alongside optional prompt generation and preview. Its combination of map controls and engine-oriented options is the reason to choose it; look elsewhere if you need higher resolution without the Premium tier or predictable carryover of unused subscription credits.