7 best Dify alternatives for agentic workflows in 2026
Blog post from Gumloop
The text explores the evolving landscape of agentic AI workflows, highlighting the emergence of platforms that facilitate automated processes through AI agents. It introduces Dify, an open-source platform for creating AI workflows, and presents alternatives like Gumloop, n8n, LangChain, Flowise, Make, Zapier, and StackAI, each catering to different user needs ranging from non-technical teams to developers and enterprises. Key factors to consider when selecting a platform include visual versus code-based frameworks, LLM model flexibility, integration capabilities, ease of use, scalability, and cost. The text provides insights into each platform's strengths and weaknesses, helping users determine the best fit for building AI-driven workflows tailored to their specific requirements.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| AI Agents | 25 | 7,403 | 1,426 | 278 | +69% |
| LLM | 18 | 7,531 | 1,250 | 268 | +26% |
| Multi-agent systems | 13 | 737 | 192 | 84 | +49% |
| RAG | 10 | 2,000 | 386 | 114 | +12% |
| MCP | 6 | 6,394 | 697 | 182 | +53% |
| Observability | 3 | 4,660 | 984 | 209 | +14% |
| AI Coding Assistant | 1 | 1,565 | 481 | 159 | +31% |
| Real-time | 1 | 13,979 | 3,441 | 296 | +113% |
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