Build with GLM 5.1 on Atoms

GLM 5.1 scores 58.4 on SWE-Bench Pro versus Claude Opus 4.6's 57.3, achieving state-of-the-art on complex software engineering. However, Opus 4.6 leads on NL2Repo (49.8 vs 42.7) and KernelBench optimization. On Atoms, you can use Race Mode to compare both models on your specific task.

GLM 5.1 is designed for long-horizon tasks — it stays productive over hundreds of iterations rather than plateauing early. Z.ai demonstrated it sustaining optimization over 600+ rounds and building a complete Linux desktop environment over 8 hours of continuous refinement, something previous models couldn't achieve.

Yes. Atoms provides one-click deployment to production with custom domains. Your app gets built-in backend infrastructure including authentication, database, and hosting via Atoms Cloud. You can also integrate Stripe payments without managing API keys.

Absolutely. Atoms supports code export and GitHub sync, giving you full ownership of everything generated. GLM 5.1 itself is open-source under the MIT License. There's no vendor lock-in — export your project anytime and continue development independently.

GLM 5.1 excels at complex, multi-component applications that benefit from sustained iteration — dashboards, SaaS tools, e-commerce sites, and internal tools. Its strength in long-horizon tasks means it handles projects with many interconnected features better than models that plateau after initial generation.

Yes. On Atoms, you describe what you want in natural language and GLM 5.1 generates working software. The select-to-edit interface lets you click elements and describe changes without writing code. The model's strong judgment on ambiguous problems means less precise prompts still produce usable results.