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Head-to-head · Ai Agent Automation

CrewAI AMP vs Langflow

  • 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
Langflow #7 in Ai Agent Automation 8.5/10 Free plan Free plan✓ 0 of 2 features Visit Langflow

CrewAI AMP leads on 0 checks, Langflow 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 8.5 out of 10; our editors rank them #3 and #7.

CrewAI AMP is the better fit for teams needing visual orchestration and broad integrations. Langflow is the better fit for teams prototyping visual, self-hosted agent flows.

  • CrewAI AMP fits best

    Teams needing visual orchestration and broad integrations

  • Langflow fits best

    Teams prototyping visual, self-hosted agent flows

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Side by side

Feature CrewAI AMP 8.9/10 Visit ↗ Langflow 8.5/10 Visit ↗
At a glance
Editor score 8.9 8.5
Ranking #3 in Ai Agent Automation #7 in Ai Agent Automation
Best for Teams needing visual orchestration and broad integrations Teams prototyping visual, self-hosted agent flows
Pricing model Free plan + paid Free
Starting price — Free plan
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted, Desktop
Platforms Web Web, Windows, macOS, Linux
Support Community, Docs Community, Docs
Integrations 1,000+ integrations 12 integrations
Built for Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features CrewAI AMP 0/2 · Langflow 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.
  • Connect models, tools, components, and outputs in a visual flow builder
  • Build multi-agent and RAG workflows with memory and vector stores
  • Deploy through APIs, Docker, Kubernetes, cloud, or self-hosting
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.
  • Voice mode is not available in Langflow Desktop
  • Provider integrations are delivered through installable extensions
  • Support channels listed are community and documentation
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 →

Langflow is a visual, Python-powered platform for building, testing, and deploying AI agents and LLM applications. It is aimed at developers and teams who want to prototype flows visually while retaining options to extend and deploy them…

Read the review →
  1. CrewAI AMPAi Agent Automation 8.9Free plan
  2. LangflowAi Agent Automation 8.5Free 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.

  • Langflow — where it wins

    • Connect models, tools, components, and outputs in a visual flow builder
    • Build multi-agent and RAG workflows with memory and vector stores
    • Deploy through APIs, Docker, Kubernetes, cloud, or self-hosting

    Where it doesn't

    • Voice mode is not available in Langflow Desktop
    • Provider integrations are delivered through installable extensions
    • Support channels listed are community and documentation

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