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Head-to-head · Multi Agent Systems

CrewAI AMP vs AWS Strands Agents

  • Updated Oct 2026
  • Both researched from official sources
  • 2 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
AWS Strands Agents #8 in Multi Agent Systems 7.8/10 Free plan Free plan✓ 0 of 3 features Visit AWS Strands

CrewAI AMP leads on 0 checks, AWS Strands Agents on 0, and 2 are even. Who comes out ahead on the 2 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 featuresCrewAI AMP · 1 of 3

CrewAI AMP scores higher on our rubric for multi agent systems: 8.9 against 7.8 out of 10; our editors rank them #1 and #8.

CrewAI AMP is the better fit for teams building managed multi-agent workflows. AWS Strands Agents is the better fit for python or TypeScript teams building agent workflows.

  • CrewAI AMP fits best

    Teams building managed multi-agent workflows

  • AWS Strands Agents fits best

    Python or TypeScript teams building agent workflows

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Side by side

Feature CrewAI AMP 8.9/10 Visit ↗ AWS Strands Agents 7.8/10 Visit ↗
At a glance
Editor score 8.9 7.8
Ranking #1 in Multi Agent Systems #8 in Multi Agent Systems
Best for Teams building managed multi-agent workflows Python or TypeScript teams building agent workflows
Pricing model Free plan + paid Free
Starting price — Free plan
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Windows, macOS, Linux
Support Community, Docs Community, Docs
Integrations 1,000+ integrations 8 integrations
Built for Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features CrewAI AMP 1/3 · AWS Strands Agents 0/3
Visual workflow builder ✓ (best) Not checked yet
Human approval steps Not checked yet Not checked yet
Agent tracing Not checked yet Not checked yet
Specs
Deployment options Not checked yet Not checked yet
Supported model providers Not checked yet Not checked yet
Coordination patterns Not checked yet Not checked yet
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
  • Build agents in Python or TypeScript with multiple model providers.
  • Coordinate agents with Graph, Swarm, fixed task graphs, and A2A.
  • Instrument runs with OpenTelemetry traces, metrics, and logs.
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
  • Requires development work; it is not a visual workflow builder.
  • The SDK does not include a hosted control plane.
  • Model APIs, hosting, or observability backends may add costs.
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 →

AWS Strands Agents is an open-source SDK for developers building AI agents and agentic applications in Python or TypeScript. It is suited to teams that want to implement agent behavior in application code, from solo developers to…

Read the review →
  1. CrewAI AMPMulti Agent Systems 8.9Free plan
  2. AWS Strands AgentsMulti Agent Systems 7.8Free 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

  • AWS Strands Agents — where it wins

    • Build agents in Python or TypeScript with multiple model providers.
    • Coordinate agents with Graph, Swarm, fixed task graphs, and A2A.
    • Instrument runs with OpenTelemetry traces, metrics, and logs.

    Where it doesn't

    • Requires development work; it is not a visual workflow builder.
    • The SDK does not include a hosted control plane.
    • Model APIs, hosting, or observability backends may add costs.

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