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Head-to-head · Multi Agent Systems

CrewAI AMP vs AgentX

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score CrewAI AMP #1 in Multi Agent Systems 8.9/10 Free plan Free plan✓ 1 of 3 features Visit CrewAI AMP
AgentX #4 in Multi Agent Systems 8.4/10 Free plan Free plan✓ 3 of 3 features Visit AgentX

CrewAI AMP leads on 0 checks, AgentX on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCrewAI AMP · 8.9/10
  • Free planboth
  • Most featuresAgentX · 3 of 3

CrewAI AMP scores higher on our rubric for multi agent systems: 8.9 against 8.4 out of 10; our editors rank them #1 and #4.

CrewAI AMP is the better fit for teams building managed multi-agent workflows. AgentX is the better fit for teams needing visual workflows, monitoring, and channels.

  • CrewAI AMP fits best

    Teams building managed multi-agent workflows

  • AgentX fits best

    Teams needing visual workflows, monitoring, and channels

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Side by side

Feature CrewAI AMP 8.9/10 Visit ↗ AgentX 8.4/10 Visit ↗
At a glance
Editor score 8.9 8.4
Ranking #1 in Multi Agent Systems #4 in Multi Agent Systems
Best for Teams building managed multi-agent workflows Teams needing visual workflows, monitoring, and channels
Pricing model Free plan + paid Free plan + paid
Starting price — $490/yr
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Community, Docs Email, Docs
Compliance SSO/SAML SOC 2, SSO/SAML
Integrations 1,000+ integrations 1,000+ integrations
Built for Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features CrewAI AMP 1/3 · AgentX 3/3
Visual workflow builder ✓ ✓
Human approval steps Not checked yet ✓ (best)
Agent tracing Not checked yet ✓ (best)
Specs
Deployment options Not checked yet Both
Supported model providers Not checked yet Not checked yet
Coordination patterns Not checked yet Orchestrator with team members; sequential agent/team steps; parallel branches
Our review
Pros
  • Visual builder supports no-code and low-code workflow creation
  • Execution traces, logs, and human review support workflow oversight
  • Deploy crews through REST APIs or on cloud and customer infrastructure
  • Branches workflows by conditions and runs parallel steps
  • Adds human approvals, evaluation, logs, and runtime traces
  • Deploys agents to websites, Slack, Discord, and WhatsApp
Cons
  • Free plan is limited to 50 workflow executions per month
  • Enterprise pricing is custom rather than a published dollar amount
  • SSO, RBAC, and dedicated support are Enterprise features
  • Free plan's 200 credits are one-time, not monthly
  • Production deployment starts with the $49/month Solo Builder plan
  • Some advanced needs, including SSO and dedicated infrastructure, require Enterprise
Our verdict

CrewAI AMP brings visual workflow building, multi-agent orchestration, deployment, and governance into an agent management platform. It is aimed at business teams, engineers, and platform administrators running agent workflows, with a fit…

Read the review →

AgentX provides a visual environment for building and operating AI agents and coordinated teams. Builders can configure agents with roles, instructions, models, memory, and tools, then connect them into workflows. Its audience ranges from…

Read the review →
  1. CrewAI AMPMulti Agent Systems 8.9Free plan
  2. AgentXMulti Agent Systems 8.4Free plan

Strengths and trade-offs

  • CrewAI AMP — where it wins

    • Visual builder supports no-code and low-code workflow creation
    • Execution traces, logs, and human review support workflow oversight
    • Deploy crews through REST APIs or on cloud and customer infrastructure

    Where it doesn't

    • Free plan is limited to 50 workflow executions per month
    • Enterprise pricing is custom rather than a published dollar amount
    • SSO, RBAC, and dedicated support are Enterprise features

  • AgentX — where it wins

    • Branches workflows by conditions and runs parallel steps
    • Adds human approvals, evaluation, logs, and runtime traces
    • Deploys agents to websites, Slack, Discord, and WhatsApp

    Where it doesn't

    • Free plan's 200 credits are one-time, not monthly
    • Production deployment starts with the $49/month Solo Builder plan
    • Some advanced needs, including SSO and dedicated infrastructure, require Enterprise

More comparisons

All multi agent systems comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update