CrewAI vs Dify (2026): which should you pick?

Pick CrewAI if

• Fits if you want to try multi-agent workflows in a visual editor
• Works for a company that wants a VPC or self-run deployment

Look elsewhere if

• Tight if you build for real: 2 automations and 50 executions a month
• Not for you if you want a self-serve paid plan, as none is published
• Watch out: SSO, role-based access and enterprise connectors are Enterprise only
• Skip it if you want instant sign-up for Enterprise, which starts with a trial request and a 45-day onboarding

Pick Dify if

• Fits if your team wants agents and chatbots that answer from your own documents
• Works for teams that have to self-host or keep everything in a private cloud

Look elsewhere if

• Pricey if you work alone: the first paid step is $59 a month for a 3-member workspace, and Team is $159
• Tight if you're staying on Sandbox, with 1 member, 5 apps and 200 message credits that don't refill
• Not for you if you need SSO or more than one workspace, which are Enterprise only, at a price not published
• Watch out: the free Community Edition means hosting it on Docker yourself, with one workspace and Dify's own license
• Skip it if you want a phone or desktop app, as Dify is a web app

CrewAI

• The pricing page lists only Free and Enterprise; there is no published self-serve paid tier.
• The free plan stops at 2 automations and 50 executions a month, with no overage option.
• SSO, role-based access, enterprise connectors and dedicated support are Enterprise only.
• Enterprise starts with a trial request and a 45-day onboarding, not instant sign-up.

Dify

• The Sandbox plan's 200 message credits are a one-time grant; after that you supply your own model API keys.
• Cloud plans are priced per workspace with member caps: 1 on Sandbox, 3 on Professional and 50 on Team.
• SSO, multiple workspaces and a commercial license are part of the Enterprise edition only.
• The free Community Edition is limited to a single workspace and uses Dify's own Apache-2.0-derived license.

CrewAI

Visual editor and AI copilot

A no-code canvas builder, guided by an AI copilot, that can be exported to Python code.

Role-based agents and workflows

Agents are given roles, and deterministic workflows control how they hand work to each other.

Tracing and evaluation

Tracing of every LLM call, tool call and memory read with cost accounting, plus OpenTelemetry and LLM testing.

Governance controls

Human-in-the-loop approval gates, guardrails, and on Enterprise, SSO, role-based access and PII redaction hooks.

Flexible deployment

Run on CrewAI cloud; Enterprise adds a dedicated VPC or the customer's own infrastructure. Agents can be exported as an MCP server.

Dify

Workflow Studio

A visual canvas for workflows and chatflows, where blocks define how an app retrieves data, makes decisions, calls tools, asks for human input and completes a task.

Agents

Agents are built by chatting or by manual configuration with skills, tools and knowledge, then used as an app, embedded in a website or reused as a node inside a workflow.

Knowledge pipeline

Repeatable pipelines extract, clean, chunk and index files, websites, online documents and drives into a knowledge base, with retrieval testing before it is connected to an app.

Marketplace and plugins

Model providers, tools, data sources and MCP integrations are installed from the Marketplace or defined yourself, and reused across the apps in a workspace.

Publishing and monitoring

Apps ship as hosted web apps, API endpoints, embeds or MCP-compatible tools, with logs, feedback, annotations, latency and usage data to review.

Cloud, enterprise or self-hosted

Use Dify Cloud, deploy the Enterprise edition in your own VPC or on Kubernetes with a Helm chart, or self-host the Community Edition with Docker.

CrewAI

• Basic$0

  Visual editor, AI copilot, tracing and GitHub integration; 2 automations and a hard cap of 50 executions a month.

• EnterpriseCustom

  SSO, RBAC, PII redaction, enterprise connectors, dedicated support, and deployment on CrewAI cloud, a VPC or your own servers.

Dify

• SandboxFree

  1 member, 5 apps, 50 knowledge documents, 50 MB of knowledge storage, 200 one-time message credits and 30 days of log history.

• CommunityFree

  Open-source edition you self-host with Docker: all core features in the public repository, a single workspace and community support.

• Professional$59

  per workspace / month ($590 per year billed annually)

  3 team members, 50 apps, 5,000 message credits a month, 500 knowledge documents, 5 GB of storage and 20,000 trigger events a month.

• Team$159

  per workspace / month ($1,590 per year billed annually)

  50 team members, 200 apps, 10,000 message credits a month, 1,000 knowledge documents, 20 GB of storage and unlimited trigger events.

• EnterpriseCustom

  Self-hosted or VPC deployment with a commercial license, multiple workspaces, SSO, advanced security controls and professional support.

CrewAI

No public discounts listed.

Dify

• Annual discount

  Save 17% with annual billing

  Dify's pricing page lists a 17% saving for annual billing: Professional is $590 a year instead of $59 a month, and Team is $1,590 a year instead of $159 a month.

• Education

  Free Professional plan for students and educators

  Verified students, teachers and school staff aged 18 or over can use the Yearly Professional plan at no cost, re-verified each year. Message credits stay at the Sandbox level of 200.