Vibe-Trading vs bilingual_book_maker

Vibe-Trading and bilingual_book_maker share 26 technologies: OpenAI, anyio, soupsieve, Rich, cryptography, tiktoken, beautifulsoup4, bs4, et-xmlfile, lxml, markdown-it-py, markupsafe, mdurl, xlsxwriter, jinja2, defusedxml, pillow, python-pptx, openpyxl, pypdfium2, python-docx, annotated-types, jsonschema, jsonschema-specifications, referencing, and Pydantic. Both are written in Python.

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What they share and what sets them apart

In common

Only in bilingual_book_maker

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
Vibe-Trading613,183 lines written1,367 code files
bilingual_book_maker97,248 lines written83 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.
Vibe-Trading5.8% of its commits signed by AIWith Claude Code, Codex, GitHub Copilot, and Cursor
bilingual_book_maker19.8% of its commits signed by AIWith Qwen Code and Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
Vibe-TradingLast push November 13, 20262,730 commits38,189 stars
bilingual_book_makerLast push October 30, 2026313 commits9,940 stars
TestsThe files that test the code, and the share of code files a test imports.
Vibe-Trading1,203 test files51.2% of its code files have a test that imports them
bilingual_book_maker95 test files88% of its code files have a test that imports them

Frequently asked questions

Which is bigger, Vibe-Trading or bilingual_book_maker?
Vibe-Trading, with 613,183 lines written; bilingual_book_maker has 97,248.

The proof: HKUDS/Vibe-Trading's code at commit 283e300

Which has more GitHub stars, Vibe-Trading or bilingual_book_maker?
Vibe-Trading, with 38,189 stars; bilingual_book_maker has 9,940.

The proof: HKUDS/Vibe-Trading on GitHub

Which has more tests, Vibe-Trading or bilingual_book_maker?
Vibe-Trading, with 1,203 test files; bilingual_book_maker has 95.

The proof: HKUDS/Vibe-Trading's code at commit 283e300

Which was updated more recently, Vibe-Trading or bilingual_book_maker?
Vibe-Trading: its last push was on November 13, 2026, and bilingual_book_maker's on October 30, 2026.

The proof: HKUDS/Vibe-Trading's commits on GitHub

Which has more commits signed by AI, Vibe-Trading or bilingual_book_maker?
bilingual_book_maker: an AI signed 19.8% of its commits, with Qwen Code and Claude Code; in Vibe-Trading, 5.8%.

The proof: the commits each tool signed in yihong0618/bilingual_book_maker

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