Comparisons anchored on Dify, the LLM application builder under a modified Apache 2.0 license.
LLM application builder against general workflow automation: Dify's RAG and agent apps under a modified Apache license versus n8n's Sustainable Use License and integration breadth, with a verdict on when each fits internal AI tools and what each license allows.
Whether a self-hosted Dify deployment can stay on the free Community edition or needs Dify Enterprise: the single-workspace limit, the license conditions on multi-tenant use and console branding, and the SSO, RBAC, SCIM, audit log and Kubernetes deployment features that only Enterprise includes.
Whether to build LLM apps on Dify Cloud, priced per workspace with message credit, member, app and knowledge storage caps, or to self-host Dify next to your own models and data, and when a Dify-managed dedicated Enterprise cluster is the middle option.
Dify against Flowise for visual LLM app building, with the deciding fact up front: Flowise's repository was archived in August 2026 and no longer gets core-team releases or fixes. Covers what that means for existing Flowise installs, licenses and enterprise code, and moving flows to Dify.
An LLM app platform with built-in RAG, agents and app publishing against Langflow's MIT-licensed, Python-based flow builder that serves each flow as an API and MCP server. Compares licenses, extensibility, databases for production, authentication defaults and who on the team builds with each.
The classic visual LLM builder shortlist revisited after Flowise was archived: compares Dify, Langflow and Flowise on license, maintenance status, deployment and databases, extensibility and the safest path for teams already running Flowise.
For document-heavy retrieval projects: Dify's general LLM app and workflow builder against RAGFlow's deep document parsing, template chunking and grounded citations. Compares licenses, hardware and dependencies (RAGFlow recommends 16 GB of RAM), agents and how teams pair the two.
Two visual agent and workflow builders compared, with maintenance status as the deciding fact: Coze Studio has had no release since February 2026. Covers licenses, features held back for the commercial Coze, security warnings for public deployment and what self-hosting each involves.
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