Alternatives to Dify

12 alternatives to Dify that we cover: Flowise, Langflow, n8n, Botpress, Gumloop, Lindy, Microsoft Copilot Studio, Pydantic AI, Relevance AI, Voiceflow, LangGraph, Vercel AI SDK. The table shows the evidence behind each entry and whether its pricing has been verified.

By Agentic Weekly, operated independently from Texas, US · Last updated (America/Chicago) · How we work

Dify
FlowiseLangflown8nBotpressGumloopLindyMicrosoft Copilot StudioPydantic AI
Dify alternatives: Flowise, Langflow, n8n, Botpress, Gumloop, Lindy, Microsoft Copilot Studio, Pydantic AI, Relevance AI, Voiceflow, LangGraph, Vercel AI SDK

Dify in brief

Open-source platform for building LLM apps and agent workflows with a visual canvas; licensed under a modified Apache 2.0 with extra conditions.

Dify's LICENSE file says it is a modified Apache License 2.0 with additional conditions, including a requirement for a commercial license for certain multi-tenant service use. v1.18.0 was tagged Oct 23, 2026.

What it does well: Very large community; Self-hostable.

Where it falls short: Modified license has commercial conditions to read.

Latest version we cover: v1.18.0 (Oct 23, 2026). Vendor: LangGenius.

When to look beyond Dify

Skip Dify if:

Read the full Dify write-up →

When Dify is still the right pick

Stay with Dify if:

Dify: Partly verified. Pricing page not read. Evidence: Reported (not run by us).

Before you switch, note what we could not verify about Dify:

See also all alternatives pages and side-by-side comparisons.

Dify and its alternatives at a glance

Dify and alternatives: evidence, pricing status, latest version and last verified date
ToolEvidencePricingLatest version we coverLast verified
DifyReported (not run by us)Partly verifiedv1.18.0
FlowiseReported (not run by us)Partly verifiedflowise-ui 3.1.4
LangflowTested (smoke test, 2026-10-26, no LLM involved)Partly verifiedn/a
n8nTested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))Not verified2.45
BotpressReported (not run by us)Official page, datedn/a
GumloopReported (not run by us)Official page, datedn/a
LindyReported (not run by us)Official page, datedn/a
Microsoft Copilot StudioReported (not run by us)Not verifiedn/a
Pydantic AITested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))Official page, datedn/a
Relevance AIReported (not run by us)Not verifiedn/a
VoiceflowReported (not run by us)Not verifiedn/a
LangGraphTested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))Not verified1.2.17
Vercel AI SDKTested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))Official page, datedn/a

Evidence labels: Reported means written from official sources; Tested means a small smoke test with its scope stated. See methodology. Pricing status shows how well we could verify prices; open each tool page for the note.

12 alternatives

FlowiseAIReported

Flowise

Verdict: Open-source drag-and-drop builder for LLM flows and agents; GitHub marks the main repository as archived with its last push in Aug 2026.

Pick Flowise if: Existing Flowise users maintaining flows.

  • For agent building: neither Flowise nor Dify has an editorial rank in this category.
  • Pricing model: Flowise is Open source (archived); Dify is Freemium and self-host.
  • Free tier: Flowise: Free to self-host. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Flowise: Self-hosted (Node.js). Dify: Cloud and self-hosted.
  • License: Flowise: Apache-2.0 with a commercial-licensed enterprise directory (per LICENSE). Dify: Modified Apache 2.0 (Dify Open Source License).
LangflowTested (smoke test)

Langflow

Verdict: MIT-licensed visual builder for AI agents and MCP servers with a very large GitHub following.

Pick Langflow if: Visual prototyping of RAG and agents; Exposing flows as MCP servers.

  • For agent building: neither Langflow nor Dify has an editorial rank in this category.
  • Pricing model: Langflow is Open source; Dify is Freemium and self-host.
  • Free tier: Langflow: Free to self-host. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Langflow: Self-hosted and desktop (details not read). Dify: Cloud and self-hosted.
  • License: Langflow: MIT (per GitHub). Dify: Modified Apache 2.0 (Dify Open Source License).
n8nTested (smoke test)

n8n

Verdict: Great fit for small teams that want to wire apps and AI together without code; the license is fair-code, not open source.

Pick n8n if: Small businesses automating lead capture and follow-up; Teams that want to self-host automations.

  • For agent building: n8n is #8, Dify is not ranked.
  • Latest release we cover: n8n 2.45 on Oct 20, 2026. Dify v1.18.0 on Oct 23, 2026.
  • Evidence: n8n: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). Dify: Reported (not run by us).
  • Strength: n8n: 400+ integrations. Dify: Very large community.
  • Main caveat: n8n: Fair-code license, not OSI open source. Dify: Modified license has commercial conditions to read.
BotpressReported

Botpress

Verdict: Customer-support AI agent platform with a free plan and conversation-based paid plans.

Pick Botpress if: Support teams wanting AI agents with per-conversation costs.

  • For agent building: neither Botpress nor Dify has an editorial rank in this category.
  • Pricing model: Botpress is Freemium; Dify is Freemium and self-host.
  • Free tier: Botpress: Free: $0. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Botpress: Web. Dify: Cloud and self-hosted.
  • License: Botpress: Proprietary. Dify: Modified Apache 2.0 (Dify Open Source License).
GumloopReported

Gumloop

Verdict: Agent builder for teams; plans start at $37 per month with 20k included credits.

Pick Gumloop if: Teams letting non-engineers build agents with IT controls.

  • For agent building: neither Gumloop nor Dify has an editorial rank in this category.
  • Pricing model: Gumloop is Paid (trial); Dify is Freemium and self-host.
  • Free tier: Gumloop: Free trial. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Gumloop: Web. Dify: Cloud and self-hosted.
  • License: Gumloop: Proprietary. Dify: Modified Apache 2.0 (Dify Open Source License).
LindyReported

Lindy

Verdict: AI 'employee' builder that connects to your tools; Free plan with $50 in credits that last 7 days, then credit-based plans.

Pick Lindy if: Non-technical teams automating assistant-style work.

  • For agent building: neither Lindy nor Dify has an editorial rank in this category.
  • Pricing model: Lindy is Free trial + credits; Dify is Freemium and self-host.
  • Free tier: Lindy: Free: $50 in credits that last 7 days. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Lindy: Web. Dify: Cloud and self-hosted.
  • License: Lindy: Proprietary. Dify: Modified Apache 2.0 (Dify Open Source License).
MicrosoftReported

Microsoft Copilot Studio

Verdict: Microsoft's platform for creating and managing custom agents, workflows and apps with no code.

Pick Microsoft Copilot Studio if: Microsoft 365 organizations building internal agents.

  • For agent building: neither Microsoft Copilot Studio nor Dify has an editorial rank in this category.
  • Pricing model: Microsoft Copilot Studio is Not verified; Dify is Freemium and self-host.
  • Free tier: Microsoft Copilot Studio: Not captured. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Microsoft Copilot Studio: Web. Dify: Cloud and self-hosted.
  • License: Microsoft Copilot Studio: Proprietary. Dify: Modified Apache 2.0 (Dify Open Source License).
PydanticTested (smoke test)

Pydantic AI

Verdict: Python agent framework built on Pydantic types, covering agents, realtime voice, image generation and embeddings.

Pick Pydantic AI if: Python teams that value type safety and validation.

  • For agent building: neither Pydantic AI nor Dify has an editorial rank in this category.
  • Pricing model: Pydantic AI is Free and open source; Dify is Freemium and self-host.
  • Free tier: Pydantic AI: Free to self-host. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Pydantic AI: Python. Dify: Cloud and self-hosted.
  • License: Pydantic AI: MIT (per GitHub). Dify: Modified Apache 2.0 (Dify Open Source License).
Relevance AIReported

Relevance AI

Verdict: Platform for specialist AI agents for sales, customer success, marketing and HR, with an embedded deployment team.

Pick Relevance AI if: Go-to-market teams wanting managed agent rollout.

  • For agent building: neither Relevance AI nor Dify has an editorial rank in this category.
  • Pricing model: Relevance AI is Not verified; Dify is Freemium and self-host.
  • Free tier: Relevance AI: Not captured. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Relevance AI: Web. Dify: Cloud and self-hosted.
  • License: Relevance AI: Proprietary. Dify: Modified Apache 2.0 (Dify Open Source License).
VoiceflowReported

Voiceflow

Verdict: Platform for chat and voice AI agents for customer experience teams.

Pick Voiceflow if: CX teams building chat and voice agents.

  • For agent building: neither Voiceflow nor Dify has an editorial rank in this category.
  • Pricing model: Voiceflow is Free trial; Dify is Freemium and self-host.
  • Free tier: Voiceflow: Free trial, no card. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Voiceflow: Web. Dify: Cloud and self-hosted.
  • License: Voiceflow: Proprietary. Dify: Modified Apache 2.0 (Dify Open Source License).
LangChainTested (smoke test)

LangGraph

Verdict: A dependable foundation for stateful agents; this release is a routine fix, so only update if the RemoteGraph or recursion fixes affect you.

Pick LangGraph if: Developers who want explicit control over agent state and flow; Teams running long-lived, resumable agents.

  • For agent building: LangGraph is #3, Dify is not ranked.
  • Latest release we cover: LangGraph 1.2.17 on Oct 24, 2026. Dify v1.18.0 on Oct 23, 2026.
  • Evidence: LangGraph: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). Dify: Reported (not run by us).
  • Strength: LangGraph: MIT license, large community. Dify: Very large community.
  • Main caveat: LangGraph: More concepts to learn than simpler SDKs. Dify: Modified license has commercial conditions to read.
VercelTested (smoke test)

Vercel AI SDK

Verdict: Vercel's TypeScript SDK that gives one API across many model providers, with streaming and agent helpers.

Pick Vercel AI SDK if: TypeScript and Next.js teams building chat or agent UIs.

  • For agent building: neither Vercel AI SDK nor Dify has an editorial rank in this category.
  • Pricing model: Vercel AI SDK is Free and open source; Dify is Freemium and self-host.
  • Free tier: Vercel AI SDK: Free to self-host. Dify: Open-source self-hosted version; hosted plans exist.
  • Runs on: Vercel AI SDK: TypeScript / JavaScript. Dify: Cloud and self-hosted.
  • License: Vercel AI SDK: Apache-2.0 (per LICENSE file). Dify: Modified Apache 2.0 (Dify Open Source License).

FAQ

What are the best alternatives to Dify?

Flowise, Langflow, n8n, Botpress, Gumloop, Lindy, Microsoft Copilot Studio, Pydantic AI, Relevance AI, Voiceflow, LangGraph, Vercel AI SDK. Each is covered with a verdict on this site.

When should I use something other than Dify?

Skip Dify if: You need a standard OSI-approved license for redistribution.