BettaFish logo
BettaFish
★ 42.5k
vs
MetaGPT logo
MetaGPT
★ 71.0k

BettaFish vs MetaGPT

BettaFish: BettaFish, also known as 'Weiyu', is an innovative multi-agent public opinion analysis system designed to break information silos and restore the true picture of public sentiment. It enables users to analyze vast amounts of social media data and millions of public comments to predict trends and aid decision-making.; 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.

01

TL;DR

BettaFish logo
BettaFishMulti-Agent · ★ 42.5k

Comprehensive public opinion monitoring and sentiment analysis across social media platforms.

MetaGPT logo
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).
02

Side-by-Side Comparison

Field
BettaFish logoBettaFish
MetaGPT logoMetaGPT
Category
Multi-Agent
Multi-Agent
Stars
★ 42.5k
★ 71.0k
License
GPL-2.0
MIT
Install Command
docker compose up -d
pip install --upgrade metagpt
Updated
1w ago
9mo ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Public Opinion Analysis, AI
Multi-Agent System, Large Language Models, Software Development
03

Features

BettaFish logoBettaFish
01AI-driven 24/7 all-domain social media monitoring and deep comment analysis.
02Hybrid analysis engine combining specialized agents, fine-tuned, and statistical models.
03Powerful multimodal capabilities, including short video analysis and structured data extraction from search engines.
04Agent "forum" collaboration mechanism for collective intelligence through moderated debates.
05Seamless integration of public and private domain data for comprehensive insights.
MetaGPT logoMetaGPT
01Accepts 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.
04

Use Cases

BettaFish logoBettaFish
↳Comprehensive public opinion monitoring and sentiment analysis across social media platforms.
↳In-depth brand reputation analysis and management for organizations.
↳Data-driven decision support for various business scenarios, including market analysis.
MetaGPT logoMetaGPT
↳Data Interpreter
↳Debate
↳Researcher
05

Best For

BettaFish logoBettaFish
Most PopularTrending
MetaGPT logoMetaGPT
Most PopularEssential
FAQ

FAQ

What is the difference between BettaFish and MetaGPT?
Both BettaFish and MetaGPT are in the Multi-Agent category. BettaFish has 42.5k stars, while MetaGPT has 71.0k stars.
Which is better, BettaFish or MetaGPT?
The best choice depends on your use case. Choose BettaFish if Comprehensive public opinion monitoring and sentiment analysis across social media platforms., and MetaGPT if Data Interpreter.
Is BettaFish free or open source?
Yes, BettaFish is open source on GitHub (GPL-2.0).
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related