GLM Image Key Features
Natural-language Image Editing
Edit images using plain-language instructions—no complex toolset required. Tell the model what to change and it applies precise edits while preserving other elements.
Multi-reference Style & Layout Guidance
Upload up to four reference images to guide style, composition, or subject details so outputs inherit consistent aesthetic and layout cues.
High-fidelity Multilingual Text Rendering
Specialized glyph encoder and hybrid architecture produce clean, legible multilingual typography and accurate multi-region text placements suitable for posters and infographics.
Identity & Layout Preservation
Keeps key elements (faces, products, characters, overall layout) consistent across edits and multi-step workflows—useful for branding and sequential image updates.
API/URL Outputs & Credit-based Billing
Produces images via URL for seamless integration into websites and content pipelines, with a predictable credit-based pricing model for scalable production.