CrewAI vs Google Agent Development Kit

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-29
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At a glance

DimensionCrewAIGoogle Agent Development Kit
Pricingfreemium · from Basic $0/mofree · from Open Source $0/mo
Best forEnterprise teams that need Discovery to find automation opportunities in tickets and chats, Regulated organizations requiring RBAC, immutable audit trails, and PII redactionEnterprise engineering teams building multi-agent systems with complex orchestration, Multi-language teams needing Python, TypeScript, Go, Java, or Kotlin agents
Standout featuresNo-code visual editor with AI copilot, exportable to Python · Code-first Python API for custom orchestration · Role-based agents that separate and simplify orchestrationOpen-source MIT-licensed framework · SDKs for Python, TypeScript, Go, Java, and Kotlin · Graph workflows blending deterministic code with AI reasoning
Viability score87/10061/100
APIYesYes

CrewAI is the stronger pick for enterprise teams that need discovery to find automation opportunities in tickets and chats; Google Agent Development Kit fits better for enterprise engineering teams building multi-agent systems with complex orchestration.

Built from live tool data, last verified 2026-09-29.

CrewAI
CrewAI

CrewAI is an enterprise platform for building, governing, and optimizing multi-agent AI workflows, with a no-code visual editor and a code-first Python API.

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Google Agent Development Kit
Google Agent Development Kit

Google's MIT-licensed open-source framework for building, evaluating, and deploying production AI agents in five languages.

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Pricing
Freemium
Free
Plans
$0/mo
Custom
$0/mo
Popularity
4.2k views
4.9k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPICLI
WebAPICLI
Categories
🕸️ Agent Frameworks & Orchestration🛡️ AI Governance & Guardrails
🕸️ Agent Frameworks & Orchestration
Features
No-code visual editor with AI copilot, exportable to Python
Code-first Python API for custom orchestration
Role-based agents that separate and simplify orchestration
Deterministic agent workflow construction
CrewAI Discovery ranks automation opportunities from tickets, chats, apps, and workflows
Interactive suggestions refine recommended automations
Agent automations exportable as shareable presentation decks
Crew Studio automated multi-agent builder guided by 700k workflow patterns
Real-time tracing of every LLM call, tool call, and memory read with full cost accounting
RBAC, immutable audit trails, and Enterprise IAM
Human-in-the-loop approval gates and intervention during execution
Runtime hooks for PII redaction and policy checks at every LLM and tool call
Automated and human-guided agent training from production runs
Multi-LLM testing for model swapping at runtime
Evaluation tracking powered by Arize, Galileo, DataDog, and Patronus
Open-source MIT-licensed framework
SDKs for Python, TypeScript, Go, Java, and Kotlin
Graph workflows blending deterministic code with AI reasoning
Collaborative workflows for multi-agent coordination
Sequential, loop, parallel, and custom template workflow patterns
Agent routing and workflow patterns
Model support for Gemini, Gemma, and Claude
Model routing through OpenAI, Ollama, vLLM, LiteLLM, LiteRT-LM
Google Search grounding
Apigee AI Gateway and Agent Platform hosted models
Live and Voice Agents (Python, Java) with audio and video
Agents CLI for scaffolding, testing, evaluation, deployment
Web Interface and Visual Builder
Command Line and API Server run modes
Ambient agents with resume and cancel run controls
Integrations
GitHub
Slack
Microsoft Teams
MS Entra
Okta
Arize
Galileo
DataDog
Patronus
OpenTelemetry
Gemini
Gemma
Claude
OpenAI
Ollama
vLLM
LiteLLM
LiteRT-LM
Apigee AI Gateway
Google Search
Google Cloud Run
Google Kubernetes Engine (GKE)
MCP
A2A Protocol

What real users say: CrewAI vs Google Agent Development Kit

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

CrewAI

122 mentions across 7 sources · 57% positive — mixed (averaged across 7 sources)

Hacker News, YouTube, Product Hunt, Bluesky, Stack Overflow, GitHub, Lemmy

What users praise

  • • Role-based agents keep responsibilities clear in multi-agent systems.
  • • Enterprise governance layer with RBAC and audit trails for compliance.
  • • Discovery engine ranks automation opportunities from tickets and chats.
  • • Real-time tracing with full cost accounting per execution is useful.

What frustrates them

  • • Non-deterministic agent paths make production reliability a concern.
  • • No built-in idempotency guard for tool retries risks double actions.
  • • Dependency conflicts when installing optional tool packages are common.
  • • Default OpenAI embedding leads to SSL errors with other LLMs.

Researched Jul 25, 2026

Google Agent Development Kit

48 mentions across 4 sources · 45% positive — mixed (averaged across 4 sources)

Hacker News, YouTube, Stack Overflow, Lemmy

What users praise

  • • Open-source (MIT) and free to use
  • • Multi-language SDKs: Python, TypeScript, Go, Java, Kotlin
  • • Easy to get started with basic agents
  • • Great integration with Google Cloud (Cloud Run, GKE)

What frustrates them

  • • Less control than LangGraph or plain Python
  • • Documentation for advanced deployment is thin
  • • Ecosystem smaller than LangChain's
  • • Graph workflows feel like a LangGraph copy

Researched Aug 6, 2026

Frequently Asked Questions

Which is better, CrewAI or Google Agent Development Kit?

The best choice between CrewAI and Google Agent Development Kit depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between CrewAI and Google Agent Development Kit?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of CrewAI or Google Agent Development Kit?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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Last reviewed: May 12, 2026