MetaGPT
★ 71.0k
vs
AIlice
★ 1.4k
MetaGPT vs AIlice
MetaGPT: MetaGPT is a multi-agent framework that assigns different roles to LLMs, enabling them to collaborate on complex software development tasks. It takes a one-line requirement and outputs comprehensive project artifacts, mimicking a software company's entire process.; AIlice: Ailice is a fully autonomous, general-purpose AI agent built on open-source LLMs, utilizing a unique IACT architecture to decompose complex tasks. It aims to achieve self-evolution, enabling AI agents to autonomously build feature expansions and new types of agents.
01
TL;DR
MetaGPTMulti-Agent · ★ 71.0k
When to choose:
- You want to experiment with or demonstrate the 'software company SOP' multi-agent pattern (PM, architect, engineer generating specs and code).
- You are looking for the reference implementation of research papers from the team such as AFlow, SPO, and AOT.
When to skip:
- You want an actively updated general-purpose production agent framework; the repository's last push was in January 2026.
- You are on Python 3.12+ or do not want to install Node.js and pnpm alongside Python (README specifies Python 3.9–3.11).
AIliceMulti-Agent · ★ 1.4k
Automated software development, system administration, and script execution.
02
Side-by-Side Comparison
Field
MetaGPTAIliceCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 1.4k
License
MIT
MIT
Install Command
pip install --upgrade metagpt
pip install -e .
Updated
9mo ago
1y ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
AI Agent, LLM, Automation
03
Features
MetaGPT01Accepts single-line requirements and generates comprehensive software artifacts (e.g., user stories, APIs, documentation).
02Emulates a software company by assigning distinct roles (e.g., PM, Architect, Engineer) to LLM agents.
03Orchestrates collaborative processes using Standard Operating Procedures (SOPs) for complex task completion.
04Supports integration with various Large Language Models and APIs (e.g., OpenAI, Azure, Ollama, Groq).
05Enables advanced capabilities like data interpretation and automated workflow generation.
AIlice01Autonomous, general-purpose AI agent with an Interactive Agents Call Tree (IACT) architecture.
02Advanced automation in programming, script execution, and system management functions.
03Comprehensive in-depth research and literature review capabilities on specialized subjects.
04Native multi-modal support across all agents with rich media UI (image, video, audio, LaTeX, code highlighting).
05Compatibility with a wide range of open-source and commercial LLMs, including voice interaction support.
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
AIlice↳Automated software development, system administration, and script execution.
↳In-depth academic research, literature reviews, and specialized subject analysis across various domains.
↳Multimodal AI tasks, including image generation, video processing pipelines, and voice-controlled interactions.
05
Best For
MetaGPTMost PopularEssential
AIlice—
FAQ
FAQ
What is the difference between MetaGPT and AIlice?
Both MetaGPT and AIlice are in the Multi-Agent category. MetaGPT has 71.0k stars, while AIlice has 1.4k stars.
Which is better, MetaGPT or AIlice?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and AIlice if Automated software development, system administration, and script execution..
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is AIlice free or open source?
Yes, AIlice is open source on GitHub (MIT).
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