Dify vs MindStudio

Dify

• Teams building retrieval-backed agents and chatbots on their own data
• Organizations that need to self-host or deploy in a private cloud
• Developers who want to bring their own model API keys

MindStudio

• Non-engineers building custom agents for their own job or team
• Trying many models without opening an account with each provider
• Agencies and consultants who build agents for clients

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.

MindStudio

• AI model usage is billed on top of every plan, including Free, and is drawn from a prepaid account balance.
• The Free plan is limited to one agent and 1,000 runs a month.
• Individual covers a single builder; adding collaborators means the custom-priced Business plan.
• SSO, audit logs, custom domains and self-hosting are listed only under the Business plan.

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.

MindStudio

Visual agent builder

Agents are assembled from blocks in a visual editor, or scaffolded from a plain-language description by Agent Architect and refined by describing the changes you want.

200+ models at cost

A built-in router connects to more than 200 text, image and video models without separate provider accounts and bills usage with no markup. Your own API keys also work.

Several ways to deploy

An agent can be published as a web app with its own interface, a scheduled job, a Chrome extension action, an email-triggered assistant, a webhook or API endpoint, or an MCP server.

Custom code

Workflows can run custom JavaScript or Python cloud functions and install packages, and the builder can generate that code from a description.

Testing and debugging

A debugger, a profiler, evaluations against test suites, side-by-side model comparison and version history are part of the editor.

Spend limits and cost tracking

Spending limits can be set per agent and for the whole workspace, and run costs are tracked for each agent.

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.

MindStudio

• Free$0

  One agent and 1,000 runs a month, with access to 200+ models. Model usage is billed separately at cost.

• Individual$16

  per month plus model usage, billed yearly

  Unlimited agents and unlimited runs for a single builder. $20 a month plus usage when paid monthly.

• BusinessCustom

  Team workspace with unlimited collaborators and granular permissions, SSO, audit logs, budgets, custom domains and the option to self-host.

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.

MindStudio

• Annual discount

  Save 20% with yearly billing

  MindStudio's pricing page lists a 20% saving for yearly billing: Individual is $16 a month billed yearly instead of $20 a month paid monthly.