Independent AI agent reference

Dify vs OpenAI AgentKit

A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.

Short answer: choose Dify if you want open-source platform for building llm apps and agentic workflows (Supervised agent, freemium); choose OpenAI AgentKit if you want openai's toolkit to build, deploy, and optimize agents from prototype to production (Supervised agent, usage).

DifyOpenAI AgentKit
What it isOpen-source platform for building LLM apps and agentic workflowsOpenAI's toolkit to build, deploy, and optimize agents from prototype to production
Typeplatformplatform
AutonomySupervised agentSupervised agent
Pricingfreemium · Self-host free; Dify Cloud has a free sandbox planusage · Free to build; pay standard OpenAI API usage
Best fordevelopers, smb, mid-marketdevelopers, mid-market, enterprise
Deploymentself-hosted, saas, on-premapi, saas
Modalitiestext, apitext, api, code
Modelsmodel-agnostic, open-sourcegpt, proprietary
Protocolsfunction-calling, rest-api, mcpmcp, function-calling, rest-api
IntegrationsOpenAI, Anthropic, Mistral, Llama, Kubernetes, DockerGoogle Drive, Microsoft SharePoint, Microsoft Teams, Dropbox, OpenAI Agents SDK
Capabilities4 documented4 documented

Dify

  • +Open source and self-hostable (Docker, Kubernetes) with no vendor lock-in
  • +Combines workflows, RAG, agents, model management, and observability in one stack
  • +Broad model support including any OpenAI-API-compatible endpoint
  • -A building platform: you design and operate the apps and their guardrails
  • -Self-hosting at scale requires infrastructure expertise
Full Dify profile

OpenAI AgentKit

  • +Lowers the barrier to production agents with a visual builder, embeddable chat UI, connectors, evals, and guardrails in one stack
  • +Native to OpenAI's API ecosystem with MCP and prebuilt enterprise connectors, plus code export to the Agents SDK
  • +ChatKit and Guardrails are open-source
  • -Major lifecycle risk: Agent Builder and Evals are being deprecated (shutdown November 30, 2026) about a year after launch
  • -Usage-based pricing makes total cost hard to predict for heavy multi-step agents
Full OpenAI AgentKit profile

Which should you choose?

Dify is open-source platform for building llm apps and agentic workflows, best for developers, smb, mid-market. OpenAI AgentKit is openai's toolkit to build, deploy, and optimize agents from prototype to production, best for developers, mid-market, enterprise. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.

This comparison is generated from the sourced Dify and OpenAI AgentKit profiles. Open either profile to review its evidence and last-reviewed date.