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Compare/ChatDev vs MiroFlow

ChatDevvsMiroFlow

Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.

ChatDev
OpenBMB · Agent framework
OSS
Panel
5.4
2 spec wins
Reliability
4.8
Usefulness
4.8
Cost
7.0
Longevity
4.8

“A virtual software company staffed entirely by language models, which is also the business plan of several real ones.”

MiroFlow
MiroMindAI · Agent framework
OSSMCP
Panel
5.6
3 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

SpecChatDevMiroFlow
Architecture
CategoryAgent frameworkAgent framework
Runslocallocal
Platformsmacos, linux, windowslinux, macos
Context windownot documentednot documented
Protocols
MCP clientNoNo
MCP serverNoYes
Capabilities
Runs terminal commandsYesYes
Multi-file editsYesYes
Git operationsNoNo
Browser controlNoYes
Sandboxed executionNoNo
Multi-agent orchestrationYesYes
Headless / CI modeNoNo
Models
BackboneanyGPT, Claude, Gemini, Qwen, MiroThinker
Bring your own modelYesYes
Local modelsNoYes
Cost
Pricing modelbyokbyok
Starts at$0/mon/a
Free tierYesNo
Bring your own keyYesYes
Openness
Open sourceYesYes
LicenseApache-2.0Apache-2.0
GitHub stars34,4313,117

Which one would each critic pick

CriticChatDevMiroFlowPick
El Juez——not enough reviews
El Amigo5.86.5MiroFlow — 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 Crítico5.86.0MiroFlow — MiroFlow executes local code without a sandbox, exposing the host machine to risks from agent-generated commands.
El Profesor4.84.8no preference
La Inversora5.55.8MiroFlow — 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 Jefa4.82.8ChatDev — Nothing to buy and nothing that runs unattended, so it cannot be scheduled, measured or supported, which leaves it as an experiment on somebody's laptop.
El Hacker5.87.8MiroFlow — 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.

Want a third column? The compare tool handles any two agents. Three-way comparisons are on the roadmap once the spec rows are all verified.