Source: https://seerepo.com/compare/Asabeneh/30-Days-Of-Python/vs/comet-ml/opik
Markdown source: https://seerepo.com/compare/Asabeneh/30-Days-Of-Python/vs/comet-ml/opik.md
Description: 30-Days-Of-Python and opik share 5 technologies: Flask, werkzeug, itsdangerous, jinja2, and markupsafe. Both are written in Python.

# 30-Days-Of-Python vs opik

30-Days-Of-Python and opik share 5 technologies: Flask, werkzeug, itsdangerous, jinja2, and markupsafe. Both are written in Python.

- [Asabeneh/30-Days-Of-Python](https://seerepo.com/r/Asabeneh/30-Days-Of-Python): The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
- [comet-ml/opik](https://seerepo.com/r/comet-ml/opik): Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

## What they share and what sets them apart

- In common: Flask, werkzeug, itsdangerous, jinja2, markupsafe
- Only in 30-Days-Of-Python: None
- Only in opik: FastAPI, JAX-RS, flask-cors, redisson, s3, Redis, MySQL, OpenAI, Anthropic, Sentry, AWS S3, Hugging Face, AIOHTTP, anyio, Vite, React, tanstack, PostHog, Rich, accelerate, spaCy, tiktoken, tokenizers, litellm, LangChain, transformers, torch, datasets, peft, scikit-learn, markdown-it-py, pillow, annotated-types, referencing, Pydantic, jsonschema, pydantic-core, Gunicorn, OpenTelemetry, opentelemetry-instrumentation-flask, opentelemetry-instrumentation-logging, opentelemetry-instrumentation-requests, opentelemetry-instrumentation-system-metrics, botocore, docker, class-variance-authority, Tailwind CSS, tailwind-merge, React Hook Form, Radix UI, @uiw/react-codemirror, CodeMirror, recharts, dnd-kit, react-hotkeys-hook, react-textarea-autosize, react18-json-view, react-day-picker, cmdk, react-intersection-observer, react-player, @lezer/highlight, Mermaid, re-resizable, react-grid-layout, react-resizable-panels, Vega, vega-lite, Lucide, mustache, react-markdown, remark-breaks, remark-gfm, ansi-to-html, react-pdf, rehype-raw, rehype-sanitize, unist-util-visit, yaml, Zod, @hookform/resolvers, ora, ai, @ai-sdk/google, Nunjucks, @clack/prompts, zod-to-json-schema, @opentelemetry/sdk-trace-base

## Side by side

| | 30-Days-Of-Python | opik |
|---|---|---|
| Size | 4,622 lines written, 35 code files | 1,680,031 lines written, 7,878 code files |
| Who writes it | 0% of its commits signed by AI | 19.7% of its commits signed by AI. With Claude Code, GitHub Copilot, and Cursor |
| Activity | Last push September 30, 2026, 583 commits, 78,131 stars | Last push November 4, 2026, 7,898 commits, 23,166 stars |
| Tests | 0 test files | 2,703 test files. 20.9% 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, 30-Days-Of-Python or opik?

opik, with 1,680,031 lines written; 30-Days-Of-Python has 4,622.

The proof: [comet-ml/opik's code at commit df61dd2](https://github.com/comet-ml/opik/tree/df61dd21c66e5ed901dafba326bf29cb4b4fbcfb)

### Which has more GitHub stars, 30-Days-Of-Python or opik?

30-Days-Of-Python, with 78,131 stars; opik has 23,166.

The proof: [Asabeneh/30-Days-Of-Python on GitHub](https://github.com/Asabeneh/30-Days-Of-Python)

### Which has more tests, 30-Days-Of-Python or opik?

opik, with 2,703 test files.

The proof: [comet-ml/opik's code at commit df61dd2](https://github.com/comet-ml/opik/tree/df61dd21c66e5ed901dafba326bf29cb4b4fbcfb)

### Which was updated more recently, 30-Days-Of-Python or opik?

opik: its last push was on November 4, 2026, and 30-Days-Of-Python's on September 30, 2026.

The proof: [comet-ml/opik's commits on GitHub](https://github.com/comet-ml/opik/commits)

### Which has more commits signed by AI, 30-Days-Of-Python or opik?

opik: an AI signed 19.7% of its commits, with Claude Code, GitHub Copilot, and Cursor.

The proof: [the commits each tool signed in comet-ml/opik](https://seerepo.com/r/comet-ml/opik/ai)

## Sources

- Asabeneh/30-Days-Of-Python: Read on November 4, 2026, at commit 50c11a8 (https://github.com/Asabeneh/30-Days-Of-Python/tree/50c11a80a6e3924a7be58c89f409697e12cb4d70)
- comet-ml/opik: Read on November 4, 2026, at commit df61dd2 (https://github.com/comet-ml/opik/tree/df61dd21c66e5ed901dafba326bf29cb4b4fbcfb)

## 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.