MetaGPTvsMiroFlow
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
MetaGPT
DeepWisdom · Agent framework
OSS
Panel
5.63 spec wins
- Reliability
- 4.7
- Usefulness
- 5.0
- Cost
- 7.0
- Longevity
- 5.8
“It simulates a whole software company, including the part where somebody writes a competitive analysis nobody reads.”
MiroFlow
MiroMindAI · Agent framework
OSSMCP
Panel
5.62 spec wins
- Reliability
- 4.8
- Usefulness
- 5.7
- Cost
- 6.5
- Longevity
- 5.3
“This research agent framework has multi-agent capabilities but lacks a sandboxed environment for execution.”
Spec by spec
| Spec | MetaGPT | MiroFlow |
|---|---|---|
| Architecture | ||
| Category | Agent framework | Agent framework |
| Runs | local | local |
| Platforms | macos, linux, windows | linux, macos |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | No |
| MCP server | No | Yes |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | No | No |
| Browser control | No | Yes |
| Sandboxed execution | No | No |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | Yes | No |
| Models | ||
| Backbone | GPT, Azure OpenAI, Ollama, Groq | GPT, Claude, Gemini, Qwen, MiroThinker |
| Bring your own model | Yes | Yes |
| Local models | Yes | Yes |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | n/a |
| Free tier | Yes | No |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | MIT | Apache-2.0 |
| GitHub stars | 70,718 | 3,117 |
Which one would each critic pick
| Critic | MetaGPT | MiroFlow | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 5.8 | 6.5 | MiroFlow — Pick MiroFlow if you are a researcher building agents for complex reasoning tasks and want a powerful, open-source orchestration framework you can run yourself. |
| El Crítico | 4.8 | 6.0 | MiroFlow — MiroFlow executes local code without a sandbox, exposing the host machine to risks from agent-generated commands. |
| El Profesor | 5.3 | 4.8 | MetaGPT — Standard operating procedures encode a waterfall in which each role hands a written artefact to the next, and no stage is documented as validating the one before it. |
| La Inversora | 6.0 | 5.8 | MetaGPT — Seventy thousand stars against no product, no hosted service and no published pricing, which is one of the largest gaps between attention and revenue on this board. |
| La Jefa | 4.8 | 2.8 | MetaGPT — Nothing to purchase and it will run unattended, but the output is greenfield scaffolding, which is the one thing sixty engineers on a mature codebase do not need. |
| El Hacker | 7.3 | 7.8 | MiroFlow — MiroFlow is a solid, open-source research framework you can run on your own hardware, but its power to execute arbitrary code means you better trust what you're running. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.