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Head-to-head · Ai Agent Automation

CrewAI AMP vs Dify

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score CrewAI AMP #3 in Ai Agent Automation 8.9/10 Free plan Free plan✓ 0 of 2 features Visit CrewAI
Dify #5 in Ai Agent Automation 8.7/10 Free plan Free plan✓ 0 of 2 features Visit Dify

CrewAI AMP leads on 0 checks, Dify on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCrewAI AMP · 8.9/10
  • Free planboth

CrewAI AMP scores higher on our rubric for ai agent automation: 8.9 against 8.7 out of 10; our editors rank them #3 and #5.

CrewAI AMP is the better fit for teams needing visual orchestration and broad integrations. Dify is the better fit for teams wanting visual agent and workflow building.

  • CrewAI AMP fits best

    Teams needing visual orchestration and broad integrations

  • Dify fits best

    Teams wanting visual agent and workflow building

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature CrewAI AMP 8.9/10 Visit ↗ Dify 8.7/10 Visit ↗
At a glance
Editor score 8.9 8.7
Ranking #3 in Ai Agent Automation #5 in Ai Agent Automation
Best for Teams needing visual orchestration and broad integrations Teams wanting visual agent and workflow building
Pricing model Free plan + paid Free plan + paid
Starting price — —
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Community, Docs Email, Community, Docs
Compliance SSO/SAML SOC 2, ISO 27001, GDPR
Integrations 1,000+ integrations 260+ integrations
Built for Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features CrewAI AMP 0/2 · Dify 0/2
Self-hosted option Not checked yet Not checked yet
Human approval steps Not checked yet Not checked yet
Specs
Agent builder Not checked yet Not checked yet
Model providers Not checked yet Not checked yet
Workflow triggers Not checked yet Not checked yet
Execution limit Not checked yet Not checked yet
Our review
Pros
  • Visual no-code/low-code builder supports multi-agent workflows.
  • Connects to 1,000 listed integrations, including Slack and Salesforce.
  • Offers human review, execution logs, and cloud or self-hosted deployment.
  • Visual nodes cover models, tools, code, branching, triggers, and iteration.
  • Knowledge retrieval, RAG workflows, and human approval steps are supported.
  • Publish apps as web apps, APIs, and MCP-compatible workflow tools.
Cons
  • Free plan is limited to 50 workflow executions per month.
  • Enterprise pricing is custom rather than published as a dollar amount.
  • Enterprise features such as SSO and dedicated support require the Enterprise plan.
  • Sandbox is limited to 200 message credits and one team member.
  • Professional supports only 3 team members; larger teams need Team.
  • Voice agents depend on Marketplace extensions rather than a standalone core channel.
Our verdict

CrewAI AMP is an agent management platform for building, deploying, monitoring, and governing AI agent workflows. Its visual no-code/low-code builder is aimed at business teams and engineers who need to coordinate multiple agents, while…

Read the review →

Dify is an open-source platform for building AI applications, agent workflows, and retrieval-augmented generation systems. Its visual canvas brings model calls, tools, code, branching, triggers, iteration, knowledge retrieval, and human…

Read the review →
  1. CrewAI AMPAi Agent Automation 8.9Free plan
  2. DifyAi Agent Automation 8.7Free plan

Strengths and trade-offs

  • CrewAI AMP — where it wins

    • Visual no-code/low-code builder supports multi-agent workflows.
    • Connects to 1,000 listed integrations, including Slack and Salesforce.
    • Offers human review, execution logs, and cloud or self-hosted deployment.

    Where it doesn't

    • Free plan is limited to 50 workflow executions per month.
    • Enterprise pricing is custom rather than published as a dollar amount.
    • Enterprise features such as SSO and dedicated support require the Enterprise plan.

  • Dify — where it wins

    • Visual nodes cover models, tools, code, branching, triggers, and iteration.
    • Knowledge retrieval, RAG workflows, and human approval steps are supported.
    • Publish apps as web apps, APIs, and MCP-compatible workflow tools.

    Where it doesn't

    • Sandbox is limited to 200 message credits and one team member.
    • Professional supports only 3 team members; larger teams need Team.
    • Voice agents depend on Marketplace extensions rather than a standalone core channel.
  • CrewAI AMP8.9/10 · Free plan

    A visual multi-agent builder with a free tier and cloud or self-hosted deployment.

    Visit CrewAIFull verdict →
  • Dify8.7/10 · Free plan

    An open-source visual builder for AI agents and workflows, with cloud and self-hosted options.

    Visit DifyFull verdict →

More comparisons

All ai agent automation comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update