BettaFish vs QUANTAXIS
BettaFish and QUANTAXIS share 6 technologies: Flask, motor, Redis, MongoDB, matplotlib, and lxml. Both are written in Python.
LinkedInWhat they share and what sets them apart
666ghj
BettaFish
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
Python42.6kRead on November 10, 2026, at commit b67928fWhat is BettaFish built with?Only in BettaFish
- Django
- aiomysql
- aiosqlite
- asyncmy
- asyncpg
psycopg
- MySQL
- Postgres
- SQLite
- pymysql
OpenAI- AIOHTTP
- FastAPI
uvicorn
- Streamlit
- Plotly
- SQLAlchemy
- cryptography
accelerate
- bitsandbytes
opencv-python
safetensors
- tavily-python
- torch
- transformers
- scikit-learn
peft
- datasets
- gensim
sentence-transformers
- xgboost
- beautifulsoup4
- parsel
pillow
weasyprint
- wordcloud
- Pydantic
loguru
In common
Side by side
BettaFishQUANTAXIS
SizeLines written by people and agents, without generated ones; code files, without tests.
BettaFish58,909 lines written157 code files
QUANTAXIS83,413 lines written284 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
BettaFish0.7% of its commits signed by AIWith Codex and Claude Code
QUANTAXIS0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
BettaFishLast push October 16, 2026903 commits42,626 stars
QUANTAXISLast push September 18, 20265,620 commits11,364 stars
TestsThe files that test the code, and the share of code files a test imports.
BettaFish15 test files11.5% of its code files have a test that imports them
QUANTAXIS4 test files3.5% of its code files have a test that imports them
Frequently asked questions
Which is bigger, BettaFish or QUANTAXIS?
QUANTAXIS, with 83,413 lines written; BettaFish has 58,909.
The proof: yutiansut/QUANTAXIS's code at commit 232aa7a
Which has more GitHub stars, BettaFish or QUANTAXIS?
BettaFish, with 42,626 stars; QUANTAXIS has 11,364.
The proof: 666ghj/BettaFish on GitHub
Which has more tests, BettaFish or QUANTAXIS?
BettaFish, with 15 test files; QUANTAXIS has 4.
The proof: 666ghj/BettaFish's code at commit b67928f
Which was updated more recently, BettaFish or QUANTAXIS?
BettaFish: its last push was on October 16, 2026, and QUANTAXIS's on September 18, 2026.
The proof: 666ghj/BettaFish's commits on GitHub
Which has more commits signed by AI, BettaFish or QUANTAXIS?
BettaFish: an AI signed 0.7% of its commits, with Codex and Claude Code.
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