MiroFlowvsSwarms
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
MiroFlow
MiroMindAI · Agent framework
OSSMCP
Panel
5.65 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.”
Swarms
Swarms · Agent framework
OSSMCP
Panel
5.73 spec wins
- Reliability
- 4.7
- Usefulness
- 6.0
- Cost
- 7.0
- Longevity
- 5.2
“Ships a guide file teaching your coding agent how to build agents, which is where the loop finally closes.”
Spec by spec
| Spec | MiroFlow | Swarms |
|---|---|---|
| Architecture | ||
| Category | Agent framework | Agent framework |
| Runs | local | local |
| Platforms | linux, macos | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | Yes | No |
| Capabilities | ||
| Runs terminal commands | Yes | No |
| Multi-file edits | Yes | No |
| Git operations | No | No |
| Browser control | Yes | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | GPT, Claude, Gemini, Qwen, MiroThinker | any |
| Bring your own model | Yes | Yes |
| Local models | Yes | No |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | n/a | n/a |
| Free tier | No | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | Apache-2.0 | Apache-2.0 |
| GitHub stars | 3,117 | 7,227 |
Which one would each critic pick
| Critic | MiroFlow | Swarms | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.5 | 6.3 | 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 | 6.0 | 5.5 | MiroFlow — MiroFlow executes local code without a sandbox, exposing the host machine to risks from agent-generated commands. |
| El Profesor | 4.8 | 5.5 | Swarms — One architecture is documented as a five-phase workflow with research, analysis, alternatives and verification roles, explicitly modelled on a published commercial system. |
| La Inversora | 5.8 | 5.0 | MiroFlow — A well-executed research framework with strong benchmark performance, but its business model is unclear, making it a classic feature play for a larger platform. |
| La Jefa | 2.8 | 5.3 | Swarms — The cost is not the licence, it is a mid-level engineer choosing correctly among a dozen orchestration structures with no measurements to choose by. |
| El Hacker | 7.8 | 6.8 | 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.