Comparison

AG2 vs CAMEL

No clear leader: CAMEL (54.8) and AG2 (52.3) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
AG252
CAMEL55
Score
Vioscale score
AG252 / 100low · 35%
CAMEL55 / 100low · 38%
Pricing
Free tier
AG2
CAMEL
Model
Price level
AG2low
CAMELfree
Transparent
AG2
CAMEL
Integrations
Count
AG28
CAMEL8
Adoption
Dependent repos
AG20
CAMEL0
Github stars
CAMEL17,645
Activity
Commits last 30d
AG264
CAMEL14
Release
Cadence days
AG27
CAMEL4
History
License
Language
Primary
CAMELPython

Capabilities

Feature-by-feature on the axes that matter for ai agent frameworks. “-” means undocumented, not absent.

Capabilities
Orchestration model
AG2Multi agent hierarchical
CAMELMulti agent hierarchical
Model provider agnostic
AG2
CAMEL
Tool function calling
AG2
CAMEL
Code execution sandbox
AG2-
CAMEL-
Memory architecture
AG2Persistent
CAMELPersistent
Mcp support
AG2
CAMEL
A2a support
AG2
CAMEL-
Human in the loop
AG2
CAMEL
Streaming output
AG2
CAMEL-
Structured output
AG2
CAMEL-
Multi language SDK
AG2-
CAMEL
Deployment model
AG2Library self hosted
CAMELLibrary self hosted
Open source
AG2
CAMEL
Pricing model
AG2-
CAMELfree_open_source

What each one is

The product in its own terms, so the numbers below have context.

AG2

AG2 is an open-source programming framework that enables developers to build, coordinate, and deploy systems of autonomous AI agents. It provides a universal runtime for agents to interact with various language models, access tools, and operate with or without human oversight.

Independently observed

CAMEL

A community-driven research platform for developing multi-agent systems using large language models, with a focus on understanding how these systems scale, behave, and can be applied to real-world automation tasks.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

AG2

HybridFree tier

Free open-source tier; paid tiers include subscriptions for managed services and usage-based charges for API calls and agent interactions

as of verify ↗

CAMEL

FreeFree tier
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
AG2
CAMEL
Deployment
Cloud / SaaS
AG2
CAMEL
Self-hosted
AG2
CAMEL

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

AG2

8 total
  • OpenAI
  • Anthropic
  • Google ADK
  • LangChain
  • AG-UI Protocol
  • MCP
  • AgentSkills.io
  • SkillsMP
Independently observed

CAMEL

10 total
  • Google Scholar
  • arXiv
  • Slack
  • Cloudflare
  • Claude
  • GPT-3.5 Turbo
  • JIRA
  • PowerPoint
  • HumanLayer
  • MCP servers
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.