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AI Infrastructure · Top 10

The 10 Best AI Tools for Texture Generation in 2027

By Kory White · Updated Oct 2026 · 6 min read
Adobe Substance 3D Sampler
Direct answer

Adobe Substance 3D Sampler is the best AI tool for texture generation: Text to Texture makes tileable textures from a prompt and Image to Material builds albedo, roughness, normal and displacement maps, from US$59.99 a month. Scenario is #2 with a full PBR map set from $15 a month, and Unity’s Material Generator is #3 inside the editor.

At a glance

#PickPriceBest for
1Adobe Substance 3D SamplerUS$59.99 a month for the Substance 3D Collection (individual), which includes SamplerTexture artists who want AI generation inside a full material-authoring app
2ScenarioStarter $15 a month, Pro $45 and Max $75; Enterprise is custom; a free plan is offeredGame teams who want seamless textures plus a full PBR map set in the browser
3Unity AI Material GeneratorNot published for the Material Generator itself; Unity says it is in beta with a free trial and points to unity.com/features/ai for plansUnity developers who want tileable PBR materials generated inside the editor
43D AI Studio Seamless Texture GeneratorPlans start at $19 a month; free accounts get 100 credits a monthArtists who want a seamless-preview tool with clear per-texture credit costs
5Meshy AI TexturingFree is $0 with 100 monthly credits; Pro is $20 a month, billed monthly, with 1,000 monthly creditsRetexturing an existing 3D model rather than making a flat tile
6ArmorPaint$19, with 22,316 sales and a no-questions-asked refund policy; all updates are included for freeArtists who want private, offline AI textures and a PBR painting app for a one-time fee
7StableProjectorzFree: it runs on your computer with no hidden costs, and the code is open source under AGPL-3.0Artists who want to texture a specific model with Stable Diffusion for free
8Layer Seamless Texture GeneratorSubscriptions begin at $10 a month for 300 Creative UnitsStudios already using Layer who want tileable surfaces on demand
9Hunyuan3D 2.1No price is listed on the repositoryDevelopers who want open PBR texture synthesis they can run themselves
10Ubisoft CHORDNo price; the code is under the Ubisoft Machine Learning License (Research-Only - Copyleft)Researchers and tool builders who want to turn generated textures into PBR maps

Pick by what you want

Best overall
Adobe Substance 3D Sampler
Best in the browser
Scenario
Best inside a game engine
Unity AI Material Generator
Best free
StableProjectorz
Best offline
ArmorPaint

The ranking

1

Adobe Substance 3D Sampler

Adobe Substance 3D Sampler
Answrs VerdictThe professional standard for AI-assisted materials.
Price: US$59.99 a month for the Substance 3D Collection (individual), which includes SamplerText to Texture: A Firefly-powered feature that lets designers visualize new textures with only a text prompt; the generated images are tileableImage to Material: Removes shadows and generates albedo, roughness, normal and displacement maps from an imageAvailability: The March 2024 launch post says the Firefly features were in beta for Substance 3D subscribers

Adobe Substance 3D Sampler pairs AI generation with a full material-authoring app. Text to Texture, powered by Firefly, lets designers visualize new textures with only a text prompt, and the generated images are tileable. Image to Material removes shadows and generates albedo, roughness, normal and displacement maps. Sampler comes in the Substance 3D Collection at US$59.99 a month for individuals.

Go ifTexture artists who want AI generation inside a full material-authoring app
Skip ifYou only need a quick standalone texture and no Adobe subscription
Why #1 over #2: It generates the texture and finishes it into a material in one app, while Scenario is a browser generator without that authoring depth.
2

Scenario

Scenario
Answrs VerdictThe most complete browser-based PBR texture generator.
Price: Starter $15 a month, Pro $45 and Max $75; Enterprise is custom; a free plan is offeredPBR maps: Automatically creates albedo, height, normal, metallic, edge and ambient occlusion mapsSeamless and size: Tileable high-resolution textures from text or images, upscaled to 8K in one clickCredits: Starter 1,500 credits a month, Pro 5,000 and Max 10,000License: All paid plans include a full commercial license; free plan outputs are for personal and evaluation use only

Scenario creates tileable, high-resolution textures from text or images and automatically makes albedo, height, normal, metallic, edge and ambient occlusion maps, with upscaling to 8K in one click. Starter is $15 a month for 1,500 credits, Pro $45 for 5,000 and Max $75 for 10,000, and a free plan is offered. All paid plans include a full commercial license.

Go ifGame teams who want seamless textures plus a full PBR map set in the browser
Skip ifYou want to paint textures by hand in a desktop app
Why #2 over #3: It outputs a full PBR map set in the browser, beyond what Unity’s generator offers outside the Unity editor.
3

Unity AI Material Generator

Unity AI Material Generator
Answrs VerdictThe best in-engine material generator.
Price: Not published for the Material Generator itself; Unity says it is in beta with a free trial and points to unity.com/features/ai for plansPBR maps: The PBR tab adds Delighted, Normal, Height, Metallic, Smoothness, Emission and Occlusion maps, plus a Mask mapInputs: A text prompt, an optional negative prompt and an optional pattern or image referenceRequires: Unity Editor 6.0 or later, with the project linked to Unity Cloud

Unity’s AI Material Generator makes tileable, physically based materials from a text prompt, an optional negative prompt and an optional pattern or image reference. The PBR tab adds Delighted, Normal, Height, Metallic, Smoothness, Emission and Occlusion maps plus a Mask map. It needs Unity Editor 6.0 or later and a project linked to Unity Cloud. Unity says it is in beta with a free trial; no price for the generator itself is published.

Go ifUnity developers who want tileable PBR materials generated inside the editor
Skip ifYou work in Unreal or Blender
Why #3 over #4: Its materials land straight in a Unity project, while 3D AI Studio’s tool outputs files you import yourself.
4

3D AI Studio Seamless Texture Generator

3D AI Studio Seamless Texture Generator
Answrs VerdictThe clearest credit-priced seamless PBR tool.
Price: Plans start at $19 a month; free accounts get 100 credits a monthCredits: Text to Material costs 10 credits; Image to Material costs 7 creditsPBR maps: Five maps that tile without visible seams: Base Color, Normal, Roughness, Metalness and HeightFree tier: Free users can generate and preview; downloads need a paid planFormats: Output as PNG, JPEG or WebP; Upscale costs 40 extra credits on paid plans

3D AI Studio’s Seamless Texture Generator makes tileable PBR sets from a text description or an uploaded image: Base Color, Normal, Roughness, Metalness and Height maps that tile without visible seams. Text to Material costs 10 credits and Image to Material 7. Free users can generate and preview, but downloads need a paid plan, which starts at $19 a month; free accounts get 100 credits a month.

Go ifArtists who want a seamless-preview tool with clear per-texture credit costs
Skip ifYou need free downloads
Why #4 over #5: Its per-texture credit costs are published, unlike Meshy’s retexture rate.
5

Meshy AI Texturing

Meshy AI Texturing
Answrs VerdictThe best for retexturing whole models.
Price: Free is $0 with 100 monthly credits; Pro is $20 a month, billed monthly, with 1,000 monthly creditsMethods: Texture an uploaded model from a text prompt or a reference image; Meshy 7 is its newest texturing modelPBR via API: enable_pbr adds metallic, roughness and normal maps; base color can be 2K, 4K or 8KModel formats: Upload FBX, OBJ, GLB, USDZ, STL, BLEND or 3MF

Meshy’s AI Texturing paints an uploaded model from a text prompt or a reference image; Meshy 7 is its newest texturing model. Through the API, enable_pbr adds metallic, roughness and normal maps and the base color can be 2K, 4K or 8K. Free is $0 with 100 monthly credits; Pro is $20 a month, billed monthly, with 1,000 monthly credits.

Go ifRetexturing an existing 3D model rather than making a flat tile
Skip ifYou want seamless tiling textures for a material library
Why #5 over #6: It textures whole 3D models, while ArmorPaint focuses on painting and creating textures.
6

ArmorPaint

ArmorPaint
Answrs VerdictThe best one-time-price, offline option.
Price: $19, with 22,316 sales and a no-questions-asked refund policy; all updates are included for freeTexture Creation: Create seamless textures from text prompts or use existing photosTo Material: Extract base color, height, normal map, occlusion and roughness textures from a photoRuns locally: All neural node processing is done on your device; 6GB of video memory is recommended

ArmorPaint is a PBR texture painting app that creates seamless textures from text prompts or photos and can extract base color, height, normal map, occlusion and roughness textures from a photo. All neural node processing is done on your device, with 6GB of video memory recommended. It costs $19 and includes all updates for free.

Go ifArtists who want private, offline AI textures and a PBR painting app for a one-time fee
Skip ifYou do not have a GPU with 6GB of video memory
Why #6 over #7: Its $19 one-time price and offline processing beat StableProjectorz for artists who want ready PBR extraction.
7

StableProjectorz

StableProjectorz
Answrs VerdictThe best free tool for texturing a model with Stable Diffusion.
Price: Free: it runs on your computer with no hidden costs, and the code is open source under AGPL-3.0Method: Texture an entire object at once with Multi-View-Projection, preserving the original UVsRequirements: An NVIDIA GPU that supports Stable Diffusion, at least a GTX 1080 or later, and 12 GB of RAMBackends: Powered by Automatic1111, ComfyUI, StabilityAI and Forge webuiPBR maps: Not listed as a feature on the site

StableProjectorz is free and open source (AGPL-3.0) and textures a whole object at once with Multi-View-Projection while preserving the original UVs. It needs an NVIDIA GPU that supports Stable Diffusion, at least a GTX 1080 or later, and 12 GB of RAM, and it is powered by Automatic1111, ComfyUI, StabilityAI and Forge webui. PBR maps are not listed as a feature.

Go ifArtists who want to texture a specific model with Stable Diffusion for free
Skip ifYou need ready-made PBR map sets
Why #7 over #8: It is free and targets a specific model, while Layer’s tool makes flat tiles.
8

Layer Seamless Texture Generator

Layer Seamless Texture Generator
Answrs VerdictA simple tileable-texture workflow.
Price: Subscriptions begin at $10 a month for 300 Creative UnitsOutput: A seamless, tileable texture from a text prompt, with no visible seamsUses: Game environments, terrain and props, 3D and VFX materials, and background patterns for ads and UIPBR maps: The tool page does not mention PBR maps

Layer’s Seamless Texture Generator turns a text prompt into a tileable texture with no visible seams, aimed at game environments, terrain and props, 3D and VFX materials, and background patterns. Layer subscriptions begin at $10 a month for 300 Creative Units. The tool page does not mention PBR maps.

Go ifStudios already using Layer who want tileable surfaces on demand
Skip ifYou need normal and roughness maps from the same tool
Why #8 over #9: It is a shipping, priced product, which Hunyuan3D 2.1 is not.
9

Hunyuan3D 2.1

Hunyuan3D 2.1
Answrs VerdictThe strongest open PBR texture model, with heavy hardware needs.
Price: No price is listed on the repositoryTexture model: Hunyuan3D-Paint-v2-1 is the texture generation model (2B), dated 2025-06-14PBR: Its upgraded PBR pipeline leverages physics-grounded material simulationHardware: 21GB of VRAM for texture generation; supports Windows, Linux and macOS

Hunyuan3D 2.1 is Tencent Hunyuan’s open 3D framework; Hunyuan3D-Paint-v2-1 is the texture generation model, dated 2025-06-14, with an upgraded PBR pipeline that leverages physics-grounded material simulation. It needs 21GB of VRAM for texture generation and supports Windows, Linux and macOS. The repository lists no price.

Go ifDevelopers who want open PBR texture synthesis they can run themselves
Skip ifYou do not have a GPU with 21GB of VRAM
Why #9 over #10: It generates PBR textures on meshes, while CHORD only estimates maps from a texture image.
10

Ubisoft CHORD

Ubisoft CHORD
Answrs VerdictA research model, not a shipping product.
Price: No price; the code is under the Ubisoft Machine Learning License (Research-Only - Copyleft)Outputs: Predicts basecolor, normal (height derived from it), roughness and metalness from a tileable RGB textureOrigin: Published in the SIGGRAPH Asia 2025 Conference PapersTry it: A Hugging Face demo and a ComfyUI custom node are linked from the repository

Ubisoft CHORD predicts basecolor, normal (with height derived from it), roughness and metalness from a tileable RGB texture, whether generated or photographed. It was published in the SIGGRAPH Asia 2025 Conference Papers. The code is under the Ubisoft Machine Learning License (Research-Only - Copyleft), so it is a research tool rather than a product; a Hugging Face demo and ComfyUI node are linked.

Go ifResearchers and tool builders who want to turn generated textures into PBR maps
Skip ifYou need a commercial product

How we ranked these

We ranked tools that generate textures or PBR materials with AI first, then by how many PBR maps they output, then by each maker’s published price. Scenario, Adobe Substance 3D Sampler, Unity, 3D AI Studio, Meshy, ArmorPaint, StableProjectorz, Layer, Hunyuan3D 2.1 and Ubisoft CHORD replace most of the old list (Meshcapade Me, RunwayML Gen-3 Texture, Polycam AI Texture Generator, Leonardo AI Texture Generator, Midjourney Texture Mode, NVIDIA Canvas, DreamTextures, DeepDream Generator and TextureLab), whose texture features and prices we could not confirm on the makers’ own pages. 3D AI Studio and Meshy also appear on our 3D modeling page; here they are judged only on texturing. Facts are taken from each maker's own published information; check the official site before you buy.

Questions people ask

What is the best AI tool for texture generation?

Adobe Substance 3D Sampler: Text to Texture makes tileable textures from a prompt and Image to Material turns an image into albedo, roughness, normal and displacement maps, from US$59.99 a month in the Substance 3D Collection.

Which AI texture tools make full PBR map sets?

Scenario creates albedo, height, normal, metallic, edge and ambient occlusion maps; 3D AI Studio makes Base Color, Normal, Roughness, Metalness and Height; Unity’s generator adds Normal, Height, Metallic, Smoothness, Emission and Occlusion.

Is there a free AI texture generator?

StableProjectorz is free and runs on your computer; Scenario and Meshy also have free plans, and 3D AI Studio free accounts get 100 credits a month.

Can I run AI texture generation offline?

ArmorPaint does all neural node processing on your device and, once the AI models are downloaded, needs no internet connection; 6GB of video memory is recommended.

Lowest monthly price listed on each maker’s page (tools with a one-time price, a free price or no price are left out) at a glance

Layer10 USD
Scenario15 USD
3D AI Studio19 USD
Meshy20 USD
Adobe Substance 3D Sampler59.99 USD
Lowest monthly price listed on each maker’s page (tools with a one-time price, a free price or no price are left out), as published by each maker. Picks without a published figure are left off.

Official sites

Sources

Prices, specs and availability change; confirm on the official site before you buy.