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AI · head to head

AutoGen vs Mage AI

AutoGen logo

AutoGen

AI

Programming framework for multi-agent agentic AI

From
Free
Rated
-
Full reviewWebsite
Mage AI logo

Mage AI

Automation Integration

Data pipeline platform with AI-generated workflows and governance

From
$100/month
Rated
-
Full reviewWebsite

The short version

  • Only AutoGen has a free tier, so it costs nothing to try first.
  • Each has a real cost: AutoGen framework now in maintenance mode, no new features planned; Mage AI usage-based pricing lacks transparency for cost forecasting
  • They diverge on capability: AutoGen covers Multi-agent orchestration, Mage AI covers AI-generated workflows.

Where they differ

Only the attributes on which AutoGen and Mage AI actually diverge.

Attributes where AutoGen and Mage AI differ
AttributeAutoGenMage AI
Starting priceFree$100/month
Pricing modelOpen source, no pricingUsage-based cloud platform
Free tierYesNo
PlatformsPython, .NETCloud, Hybrid, Private Cloud, On-Premises
CategoryAIAutomation Integration

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in AutoGen

  • Multi-agent orchestration
  • Message passing API
  • AgentChat API
  • Extensions API
  • MCP server support
  • AutoGen Studio
  • Cross-language support
  • Observable agent networks

Only in Mage AI

  • AI-generated workflows
  • Pipeline building
  • Data validation
  • Workflow orchestration
  • Automatic recovery
  • Reusable components
  • Governance controls

What people use each for

The jobs each tool is most often brought in to do.

AutoGen

  • Building multi-agent conversational systemsnot Mage AI
  • Rapid prototyping of agent applicationsnot Mage AI
  • Research on agentic AI patterns and architecturesnot Mage AI
  • Distributed agent networks across boundariesnot Mage AI

Mage AI

  • Building and orchestrating data pipelines with visual interfacenot AutoGen
  • Automating ETL workflows with AI assistancenot AutoGen
  • Validating data quality across transformationsnot AutoGen
  • Distributing transformed data to multiple destinationsnot AutoGen

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

AutoGen

  • Framework now in maintenance mode, no new features planned
  • Steeper learning curve for advanced use cases
  • Microsoft recommends new projects use Agent Framework instead
  • Limited to Python and .NET platforms

Mage AI

  • Usage-based pricing lacks transparency for cost forecasting
  • Limited standalone pricing details on website
  • Requires contact for enterprise deployment options
  • Smaller ecosystem compared to established competitors
  • May require significant customization for complex data models

Pricing, plan by plan

AutoGen

Free
  • Open SourceFree
    • MIT and CC-BY-4.0 licenses
    • Full framework access
    • Community support

Mage AI

$100/month
  • Cloud$100/month
    • 1 development environment
    • Unlimited users
    • Usage-based infrastructure pricing
  • Hybrid Cloud$null/custom
    • Private data processing
    • Custom infrastructure
    • Contact sales
  • Private Cloud$null/custom
    • Complete isolation
    • Full infrastructure control
    • Contact sales
  • On-Premises$null/custom
    • Full local control
    • Enterprise deployment
    • Contact sales

Which should you pick?

Choose AutoGen if

  • You need multi-agent orchestration.
  • You want to start without paying.
  • You work on Python, .NET.
  • You also want message passing api.
AutoGen review

Choose Mage AI if

  • You need ai-generated workflows.
  • You work on Cloud, Hybrid, Private Cloud, On-Premises.
  • You also want pipeline building.
Mage AI review

Questions people ask

Is AutoGen or Mage AI better?
Neither clearly leads. AutoGen starts at Free and Mage AI at $100/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AutoGen or Mage AI?
AutoGen has a free tier; the other does not. Paid plans start at Free for AutoGen and $100/month for Mage AI.
Does AutoGen or Mage AI run on more platforms?
AutoGen runs on Python, .NET. Mage AI runs on Cloud, Hybrid, Private Cloud, On-Premises.
Can I use AutoGen for free?
Yes. AutoGen has a free tier, so you can try it without paying. Mage AI starts at $100/month.
What is AutoGen best used for?
AutoGen is most often used for building multi-agent conversational systems, rapid prototyping of agent applications, research on agentic ai patterns and architectures, distributed agent networks across boundaries. Of those, building multi-agent conversational systems and rapid prototyping of agent applications are not what Mage AI is typically brought in for.
What can AutoGen do that Mage AI cannot?
AutoGen covers Multi-agent orchestration, Message passing API, AgentChat API, Extensions API. Mage AI covers AI-generated workflows, Pipeline building, Data validation, Workflow orchestration.

Answered from the vendors’ own pages

AutoGen: Is AutoGen still actively developed?

As of March 2026, AutoGen is in maintenance mode and will not receive new features. Microsoft recommends new projects use the Microsoft Agent Framework instead.

Source
Mage AI: What is the starting price for Mage Cloud?

Cloud plan starts at $100/month for one development environment with unlimited users, plus usage-based compute charges.

Source
AutoGen: Can I still use AutoGen for new projects?

While AutoGen is stable and maintained for existing projects, Microsoft recommends using the Microsoft Agent Framework for new development.

Source
Mage AI: How is compute usage billed on Mage?

CPU is charged at $0.50 per hour and RAM at $0.50 per 4GB per hour of utilization.

Source
AutoGen: What LLM providers does AutoGen support?

AutoGen includes extensions for OpenAI and Azure OpenAI through its Extensions API, with community support for other providers.

Source
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