Source: https://seerepo.com/compare/apache/superset/vs/ifixai-ai/iFixAi
Markdown source: https://seerepo.com/compare/apache/superset/vs/ifixai-ai/iFixAi.md
Description: superset and iFixAi share 4 technologies: AIOHTTP, Rich, jsonschema, and Pydantic. Both are written in Python.

# superset vs iFixAi

superset and iFixAi share 4 technologies: AIOHTTP, Rich, jsonschema, and Pydantic. Both are written in Python.

- [apache/superset](https://seerepo.com/r/apache/superset): Apache Superset is a Data Visualization and Data Exploration Platform
- [ifixai-ai/iFixAi](https://seerepo.com/r/ifixai-ai/iFixAi): Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.

## What they share and what sets them apart

- In common: AIOHTTP, Rich, jsonschema, Pydantic
- Only in superset: Flask, google-cloud-core, oracledb, psycopg2-binary, pymssql, Celery, pyarrow, Redis, Postgres, MySQL, clickhouse-connect, kombu, MongoDB, pandas-gbq, pymysql, Google, uvicorn, werkzeug, starlette, anyio, fastmcp, flask-cors, React, pyzmq, Express, cycler, fonttools, contourpy, matplotlib, prompt-toolkit, SQLAlchemy, alembic, flask-migrate, bcrypt, google-auth-oauthlib, itsdangerous, joserfc, oauthlib, flask-login, pyjwt, cryptography, authlib, tiktoken, MCP, defusedxml, mako, markdown-it-py, mdurl, pyxlsb, xlrd, jinja2, markupsafe, openpyxl, pillow, nh3, markdown, xlsxwriter, annotated-types, beartype, email-validator, jsonschema-specifications, msgspec, referencing, rfc3339-validator, pydantic-core, docker, Gunicorn, OpenTelemetry, boto3, botocore, psutil, jwt-decode, emotion, fontsource, antd, Ant Design, @emotion/react, classnames, react-resize-detector, ag-grid-community, react-ace, ace-builds, d3-scale, re-resizable, react-draggable, ag-grid-react, react-error-boundary, react-syntax-highlighter, react-window, @braintree/sanitize-url, dompurify, handlebars, markdown-to-jsx, react-markdown, rehype-raw, rehype-sanitize, remark-gfm, xss, D3, soupsieve, tinycss2, ipywidgets, matplotlib-inline, argon2-cffi, beautifulsoup4, bleach, prometheus-client, python-json-logger, echarts, Zod, prop-types, MapLibre, supercluster, deck.gl, jsonwebtoken, hot-shots, winston, morgan
- Only in iFixAi: questionary

## Side by side

| | superset | iFixAi |
|---|---|---|
| Size | 1,918,985 lines written, 3,663 code files | 149,809 lines written, 343 code files |
| Who writes it | 9.2% of its commits signed by AI. With Claude Code, GitHub Copilot, Cursor, Devin, and Codex | 4.8% of its commits signed by AI. With Claude Code |
| Activity | Last push November 4, 2026, 24,012 commits, 75,409 stars | Last push November 2, 2026, 351 commits, 43,695 stars |
| Tests | 3,041 test files. 61.8% of its code files have a test that imports them | 267 test files. 0.6% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, superset or iFixAi?

superset, with 1,918,985 lines written; iFixAi has 149,809.

The proof: [apache/superset's code at commit fcc13d4](https://github.com/apache/superset/tree/fcc13d4a301e81e5f5f2d82ba021e078b87187e7)

### Which has more GitHub stars, superset or iFixAi?

superset, with 75,409 stars; iFixAi has 43,695.

The proof: [apache/superset on GitHub](https://github.com/apache/superset)

### Which has more tests, superset or iFixAi?

superset, with 3,041 test files; iFixAi has 267.

The proof: [apache/superset's code at commit fcc13d4](https://github.com/apache/superset/tree/fcc13d4a301e81e5f5f2d82ba021e078b87187e7)

### Which was updated more recently, superset or iFixAi?

superset: its last push was on November 4, 2026, and iFixAi's on November 2, 2026.

The proof: [apache/superset's commits on GitHub](https://github.com/apache/superset/commits)

### Which has more commits signed by AI, superset or iFixAi?

superset: an AI signed 9.2% of its commits, with Claude Code, GitHub Copilot, Cursor, Devin, and Codex; in iFixAi, 4.8%.

The proof: [the commits each tool signed in apache/superset](https://seerepo.com/r/apache/superset/ai)

## Sources

- apache/superset: Read on November 4, 2026, at commit fcc13d4 (https://github.com/apache/superset/tree/fcc13d4a301e81e5f5f2d82ba021e078b87187e7)
- ifixai-ai/iFixAi: Read on November 6, 2026, at commit 260550f (https://github.com/ifixai-ai/iFixAi/tree/260550f0177c1841496e5e15b1c41e72bbd068ff)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.