AutoGenvsBeeAI Framework
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
AutoGen
Microsoft · Agent framework
OSSMCP
Panel
4.54 spec wins
- Reliability
- 4.8
- Usefulness
- 4.3
- Cost
- 6.3
- Longevity
- 2.7
“The docs are CC-BY-4.0, so you may freely redistribute the notice telling you to use something else.”
BeeAI Framework
Linux Foundation AI & Data (originally IBM) · Agent framework
OSSMCP
Panel
4.40 spec wins
- Reliability
- 4.0
- Usefulness
- 4.5
- Cost
- 6.7
- Longevity
- 2.5
“It ships caching and serialization, so your agent can perfectly restore a state that nobody is maintaining.”
Spec by spec
| Spec | AutoGen | BeeAI Framework |
|---|---|---|
| Architecture | ||
| Category | Agent framework | Agent framework |
| Runs | local | local |
| Platforms | macos, linux, windows | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | No |
| Multi-file edits | No | No |
| Git operations | No | No |
| Browser control | Yes | No |
| Sandboxed execution | Yes | No |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | Yes | Yes |
| Models | ||
| Backbone | OpenAI, Azure OpenAI, any autogen-ext model client | watsonx, Ollama, GPT, Claude |
| Bring your own model | Yes | Yes |
| Local models | Yes | Yes |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | MIT | Apache-2.0 |
| GitHub stars | 61,253 | 3,426 |
Which one would each critic pick
| Critic | AutoGen | BeeAI Framework | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 4.5 | 4.3 | AutoGen — Do not adopt AutoGen for new work; Microsoft has put it in maintenance mode and points you elsewhere, so pick LangGraph or smolagents if you are starting an agent today. |
| El Crítico | 4.0 | 4.3 | BeeAI Framework — IBM has stated it will not maintain the code going forward, which is a maintainer telling you in advance that nobody is answering the next issue you file. |
| El Profesor | 5.0 | 4.5 | AutoGen — Four layers, core, agentchat, ext and Studio, over an event-driven runtime with local and distributed modes, and code execution delegated to Docker; the design outlived its maintainers. |
| La Inversora | 3.8 | 4.0 | BeeAI Framework — This existed to make watsonx the obvious backend, and once that stopped being worth funding, the donation to a foundation was the graceful way to stop. |
| La Jefa | 4.0 | 4.0 | no preference |
| El Hacker | 6.0 | 5.5 | AutoGen — MIT code, McpWorkbench for MCP, any autogen-ext model client including local ones, and the fork already happened: the original maintainers ship the 0.2 line as AG2 under Apache-2.0. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.