One-Click Deploy
Go live instantly. Atoms handles hosting, SSL, and server config so you can focus on building.
GLM-5.2
Z.ai’s flagship model for project-scale engineering, long-horizon coding, agent workflows, and reliable execution across a 1M-token context.
No credit card requiredDeploy in secondsFull code ownership
Trusted by customers from
What is GLM-5.2?
GLM-5.2 is Z.ai’s flagship foundation model for long-horizon tasks. Z.ai positions it for project-scale engineering contexts where the model must retain architecture, API contracts, repository conventions, and earlier decisions while taking work from requirements to a deployable product. It accepts text input and produces text output.
- 1M-token context: works across large codebases, technical documentation, requirements, and project history
- 128K maximum output: supports detailed implementations, reviews, and long-form engineering deliverables
- Long-horizon coding: plans, implements, verifies, and closes multi-file tasks in stages
- Engineering discipline: follows architectural boundaries, dependency constraints, build processes, test requirements, and repository conventions
- Agent integration: supports multiple thinking modes, streaming, function calling, context caching, structured JSON output, and MCP tools
Z.ai highlights GLM-5.2 for codebase audits, large refactors, API migrations, mobile debugging, Mini Program development, research reproduction, and other workflows where context continuity and reliable follow-through matter.
Code Generation
Bug Detection & Fixing
Code Refactoring
Code Explanation
Documentation Generation
Unit Test Writing
Why AtomsWhy use GLM-5.2 on Atoms?
- Turn requirements into implementation: move from a product goal and technical constraints into a structured build plan
- Keep project context connected: work across specifications, code structure, API contracts, and existing engineering decisions
- Coordinate multi-step execution: organize product, engineering, review, and validation tasks around one shared outcome
- Review before release: inspect the live result, resolve issues, and verify behavior against the original requirements
- Deploy and retain ownership: publish the finished product and export the code to GitHub when needed
Multi-Agent AI Team
PM, Engineer, and Designer work together to turn your prompt into a complete product.
Ship in Minutes, Not Months
Go from idea to deployed product with one conversation. No setup, no config.
Full Code Ownership
Export to GitHub anytime. You own everything — no vendor lock-in.
How to Use GLM-5.2 on Atoms
Start Building Now01
Describe the product, refactor, or engineering task. Add requirements, repository conventions, API contracts, documents, and other relevant context.
02
Analyze the architecture, module responsibilities, dependencies, risks, and verification requirements before making changes.
03
Implement the solution in stages while following project constraints, checking behavior, and running the required build, lint, and test commands.
04
Review the working result, resolve remaining issues, and deploy it to a live URL when it meets the requirements.
Why Build with GLM-5.2 on Atoms
Visual Editor
Edit your app visually — tweak layouts, colors, and content without touching code.
Instant AI Integrations
Add AI-powered features — chatbots, image generation, text analysis — with a single prompt.
Multi-Agent AI Team
A full AI team — PM, Engineer, Designer — collaborates to turn your prompt into a working product.
What you can build with GLM-5.2
SaaS Dashboard
Build a full-stack SaaS with user auth, billing, and real-time analytics.
E-commerce Store
Create a product catalog with cart, checkout, and Stripe payments.
Internal Tools
Ship admin panels, CRMs, and workflow tools for your team in minutes.
Mobile App
Build cross-platform mobile apps with native-feeling UI and push notifications.
Check out our featured use cases
Real apps and pages teams have shipped on Atoms — pick one as a starting point.
AI Law Firm Website Builder
Generate a professional legal website with secure intake forms, consultation booking, and practice area pages from a text prompt.
AI Agency Website Builder
Generate a complete agency website from a natural language description — services, portfolio, team bios, and client intake forms included.
AI Product Hunt Launch Page Builder
Use AI to build a focused Product Hunt launch page with a clear pitch, demo, and early access CTA.
Core Features for SaaS Growth
Everything you need to launch and scale your software product today.
AI Game Development with Atoms
Use AI to sketch mechanics, levels, and logic so you can spend more time on world and story.
Portfolio Website Builder
Build a stunning portfolio website by describing what you want. AI agents handle design, code, and deployment.
Atoms vs. Building from Scratch
AtomsDIY / From Scratch
Time to launch
Minutes
Weeks to months
Technical skills needed
None
Full-stack development
Deployment & hosting
One-click, included
Manual setup required
AI model access
Top AI models, pre-configured
API keys, SDKs, billing
Ongoing maintenance
Handled for you
You manage everything
Free Tier Available
Start using GLM-5.2 for free
No credit card. No setup. Just describe what you want and Atoms ships it.
- 15 free credits every dayYour daily quota refills automatically — keep iterating without running a tab.
- No credit card requiredSign up in seconds with email or Google — start building on the free tier immediately.
- Top AI models, one accountSwitch between GLM-5.2 and other frontier models anytime, from the same chat.
- No setup, no infraYour AI team plans, builds, and previews — no local tooling or deploy pipeline to manage.
- Production-ready deployShip to a live URL with custom domain, SSL, and version history on every build.
Frequently Asked Questions
Start Building with GLM-5.2
Turn project-scale coding and long-horizon agent ideas into products you can review, verify, and deploy.
Explore More AI Models on Atoms
Code Models
Image Models
Video Models
