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Head-to-head · Ai Agent Automation

Google Vertex AI Agent Builder vs CrewAI AMP

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Google Vertex AI Agent Builder #2 in Ai Agent Automation 9.2/10 Paid ✓ 0 of 2 features Visit Google Cloud
CrewAI AMP #3 in Ai Agent Automation 8.9/10 Free plan Free plan✓ 0 of 2 features Visit CrewAI

Google Vertex AI Agent Builder leads on 0 checks, CrewAI AMP 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 scoreGoogle Vertex AI Agent Builder · 9.2/10
  • Free planonly CrewAI AMP

Google Vertex AI Agent Builder scores higher on our rubric for ai agent automation: 9.2 against 8.9 out of 10; our editors rank them #2 and #3.

Google Vertex AI Agent Builder is the better fit for enterprises building agents on Google Cloud. CrewAI AMP is the better fit for teams needing visual orchestration and broad integrations.

  • Google Vertex AI Agent Builder fits best

    Enterprises building agents on Google Cloud

  • CrewAI AMP fits best

    Teams needing visual orchestration and broad integrations

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 Google Vertex AI Agent Builder 9.2/10 Visit ↗ CrewAI AMP 8.9/10 Visit ↗
At a glance
Editor score 9.2 8.9
Ranking #2 in Ai Agent Automation #3 in Ai Agent Automation
Best for Enterprises building agents on Google Cloud Teams needing visual orchestration and broad integrations
Pricing model Paid Free plan + paid
Starting price — —
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web
Support Community, Docs Community, Docs
Integrations 6 integrations 1,000+ integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Google Vertex AI Agent Builder 0/2 · CrewAI AMP 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
  • Combines visual Agent Studio with the code-first Agent Development Kit
  • Supports multi-agent workflows, grounding tools, sessions, and long-term memory
  • Managed deployment, IAM, agent identity, governance, and observability
  • 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.
Cons
  • Deployment is limited to Google Cloud
  • Pricing varies by usage, resources, and model configuration
  • Tool and data connections center on Google Cloud and its listed ecosystem
  • 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.
Our verdict

Google Vertex AI Agent Builder, presented within Gemini Enterprise Agent Platform, is a suite for developing and operating AI agents on Google Cloud. It serves mid-market and enterprise teams that want to create agents through a visual…

Read the review →

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 →
  1. Google Vertex AI Agent BuilderAi Agent Automation 9.2Paid
  2. CrewAI AMPAi Agent Automation 8.9Free plan

Strengths and trade-offs

  • Google Vertex AI Agent Builder — where it wins

    • Combines visual Agent Studio with the code-first Agent Development Kit
    • Supports multi-agent workflows, grounding tools, sessions, and long-term memory
    • Managed deployment, IAM, agent identity, governance, and observability

    Where it doesn't

    • Deployment is limited to Google Cloud
    • Pricing varies by usage, resources, and model configuration
    • Tool and data connections center on Google Cloud and its listed ecosystem

  • 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.
  • Google Vertex AI Agent Builder9.2/10 · Paid

    A Google Cloud agent platform pairing visual design with code-first development and managed deployment.

    Visit Google CloudFull verdict →
  • CrewAI AMP8.9/10 · Free plan

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

    Visit CrewAIFull 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