Introducing PATINA Material on WaveSpeedAI

Text-to-PBR Material, in One Call

Every 3D artist has felt the pain: you need a specific tiling material — weathered concrete, mossy stone, scuffed leather — and the library doesn’t have quite the right one. Building it by hand means Substance, photography passes, or scraping scan libraries. PATINA Material cuts that loop down to a text prompt. We’re excited to announce that PATINA Material is now live on WaveSpeedAI — generate complete, seamlessly tiling PBR material sets directly from a text description.

What Is PATINA Material?

PATINA Material is a text-to-PBR material model. Describe the material you want — surface type, weathering, color palette, detail level — and the model produces a complete, seamlessly tiling PBR map set:

Basecolor (albedo)
Normal map
Roughness map
Metalness map
Height / displacement

All maps are aligned, tileable, and ready to drop into Unreal, Unity, Blender, Godot, or any PBR-capable renderer.

Key Features

Full PBR Map Set Not just a color texture — you get the entire five-channel set needed for physically correct rendering.

Seamless Tiling Maps tile without visible seams. Build large floors, walls, and terrain surfaces without repeat artifacts.

Prompt-Driven Control Specify material type, surface condition, palette, weathering, detail scale — all through natural language.

Game-Engine-Ready Output Resolutions and channel layouts match the conventions Unreal, Unity, and Blender expect. No post-processing needed to use the output.

Consistent Across Maps All channels are derived from the same latent — your normal agrees with your height, your roughness agrees with your basecolor, every time.

Real-World Use Cases

Game Development

Fill out material libraries for levels, props, and environments — concrete, stone, wood, fabric, metal variants — in minutes instead of hours.

Architectural Visualization

Generate custom tiling materials for interior/exterior arch-viz scenes. Match reference photos via prompt.

Film and VFX

Concept-to-final material pipeline for digital set extensions, asset dressing, and texturing hero props.

Indie and Solo 3D Artists

Skip the Substance learning curve. Get production-ready PBR maps on the same day you describe them.

Material Library Curation

Build a house-style material pack in hours. Iterate on palette and weathering with prompt tweaks.

Real-Time 3D and AR/VR

Generate large, varied material sets for open-world games and immersive experiences without ballooning authoring time.

Getting Started on WaveSpeedAI

Write a material prompt — describe substance, weathering, color, detail level.
Submit — production REST API, no cold starts.
Download the PBR map set — ready for your engine.

Full schema on the model page.

Pricing

Just $0.48 per generation — a full five-channel PBR material set for less than the cost of a single scan-library download.

Why Run PATINA Material on WaveSpeedAI

One API for the full 3D pipeline. Pair with PATINA Image-to-Map and Tripo3D H3.1 for geometry + materials in a single workflow.
No cold starts. Consistent latency when you’re iterating on material variants.
Per-generation pricing. Predictable costs for studios and libraries.
Production-grade uptime. Fit for consumer-facing and internal tooling alike.

Pro Tips

Be specific about material and condition. “Weathered red brick with mortar gaps, moss in the cracks, afternoon sun tonality” beats “brick.”
Name the detail scale. “Macro-scale pitting” and “fine microfacet roughness” produce different surface feels.
Prompt for palette. Material color is easier to control by prompt than to correct after the fact.
Generate variant sets. Iterate with prompt tweaks for 5–10 variants, pick the one that sits best in your scene.
Pair height with tessellation. Output height maps are strongest when you’re using real tessellation or parallax occlusion, not bump.