Atoms vs Team-GPT
Side-by-side comparison · Updated May 2026
| Description | Atoms.dev is a multi-agent AI platform that turns natural language into production-ready software. Combining Atoms (an AI developer team) and MGX (MetaGPT X), it plans, debates, and generates code to build full-stack apps, websites, dashboards, games, and research outputs without manual coding. With DeepResearch, instant previews, branching and undo, live edits, one-click deploy, and integrations like Supabase, Atoms.dev helps solo founders, startups, and teams ship faster with no-code/low-code workflows and accessible AI tooling. | Team-GPT is an enterprise-grade AI collaboration platform that you can deploy on your own server. It enables teams to collaboratively create, edit, and manage pages with AI assistance, driving productivity through AI-driven workflows. The platform guarantees seamless adoption across your organization, making it an essential tool for modern enterprises. |
| Category | No-Code | AI Assistant |
| Rating | No reviews | No reviews |
| Pricing | Freemium | Pricing unavailable |
| Starting Price | USD20/mo | N/A |
| Plans |
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| Tags | AIsoftware developmentno-codelow-codeplatform | AI collaborationenterpriseproductivityteam management |
| Features | ||
| No-code/low-code AI software builder from natural language | ||
| Multi-agent workflows simulating a software team (leader, PM, architect, engineer, data analyst) | ||
| Atoms AI developer team for planning, coding, and iteration | ||
| MGX (MetaGPT X) including Race Mode for parallel coding | ||
| Vibe Coding: describe it, watch it build—custom, template-free outputs | ||
| Instant previews and real-time updates to UI and backend wiring | ||
| Natural language to data schemas and backend APIs | ||
| Integration support such as Supabase (schemas, auth, real-time) | ||
| AI dashboards with optimal chart selection and live data updates | ||
| Branching, undo at any step, and repeatable deployments | ||
| One-click deploy with shareable URLs | ||
| Select-and-edit elements precisely via natural-language instructions | ||
| Built-in templates and UI guidelines for polished interfaces | ||
| Live code editing and terminal access for advanced users | ||
| DeepResearch (Iris) with cited, cross-checked summaries | ||
| Support for multiple AI models (e.g., Claude, GPT-4) | ||
| Versatile outputs: full-stack apps, dashboards, games, blogs, shops, portfolios, link-in-bio | ||
| Accessible to beginners, solo founders, startups, and teams | ||
| Insights hub on AI services, companies, tools, and trends (e.g., Hugging Face, Mistral AI, Perplexity, agentic platforms) | ||
| AI-driven workflows | ||
| View Atoms | View Team-GPT | |
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