Source: https://seerepo.com/compare/confident-ai/deepeval/vs/datawhalechina/hello-agents
Markdown source: https://seerepo.com/compare/confident-ai/deepeval/vs/datawhalechina/hello-agents.md
Description: deepeval and hello-agents share 7 technologies: OpenAI, AIOHTTP, React, Rich, jinja2, Pydantic, and OpenTelemetry. Both are written in Python.

# deepeval vs hello-agents

deepeval and hello-agents share 7 technologies: OpenAI, AIOHTTP, React, Rich, jinja2, Pydantic, and OpenTelemetry. Both are written in Python.

- [confident-ai/deepeval](https://seerepo.com/r/confident-ai/deepeval): The LLM Evaluation Framework
- [datawhalechina/hello-agents](https://seerepo.com/r/datawhalechina/hello-agents): 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

## What they share and what sets them apart

- In common: OpenAI, AIOHTTP, React, Rich, jinja2, Pydantic, OpenTelemetry
- Only in deepeval: PostHog, Textual, questionary, opentelemetry-api, @clack/prompts, Zod, cli-progress, ora, @mastra/core, LangChain, @openai/agents, ai, Nunjucks, papaparse
- Only in hello-agents: FastAPI, uvicorn, aiosqlite, asyncpg, psycopg2-binary, Postgres, chromadb, Redis, SQLite, oracledb, pymilvus, Qdrant, Hugging Face, Flask, fastmcp, starlette, anyio, Streamlit, Vite, Vue, vue-router, react-router-dom, cycler, fonttools, contourpy, Plotly, Gradio, matplotlib, alembic, SQLAlchemy, bcrypt, accelerate, MCP, onnxruntime, peft, safetensors, tavily-python, tokenizers, torch, transformers, scikit-learn, sentence-transformers, tiktoken, datasets, langchain-openai, LangGraph, paddlenlp, rank-bm25, spaCy, lxml, markdown, openpyxl, pdfminer.six, pypdf, python-docx, reportlab, xlrd, pdfplumber, pillow, feedparser, pymupdf, beautifulsoup4, annotated-types, email-validator, pydantic-core, jsonschema, opentelemetry-exporter-otlp-proto-grpc, loguru, D3, katex, Tailwind CSS, markdown-it, vue-flow, Chart.js, vue-chartjs, highlight.js, dompurify, marked, react-markdown, Element, echarts, Leaflet, Mermaid, html2canvas, jspdf

## Side by side

| | deepeval | hello-agents |
|---|---|---|
| Size | 303,745 lines written, 940 code files | 226,661 lines written, 1,212 code files |
| Who writes it | 0.9% of its commits signed by AI. With Claude Code, Cursor, Codex, and GitHub Copilot | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code |
| Activity | Last push November 5, 2026, 8,294 commits, 19,321 stars | Last push October 13, 2026, 660 commits, 86,039 stars |
| Tests | 573 test files. 33.2% of its code files have a test that imports them | 97 test files. 6.9% 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, deepeval or hello-agents?

deepeval, with 303,745 lines written; hello-agents has 226,661.

The proof: [confident-ai/deepeval's code at commit 696248f](https://github.com/confident-ai/deepeval/tree/696248fd7f8b4db1aa0d4f05cee22c3d2cc5857b)

### Which has more GitHub stars, deepeval or hello-agents?

hello-agents, with 86,039 stars; deepeval has 19,321.

The proof: [datawhalechina/hello-agents on GitHub](https://github.com/datawhalechina/hello-agents)

### Which has more tests, deepeval or hello-agents?

deepeval, with 573 test files; hello-agents has 97.

The proof: [confident-ai/deepeval's code at commit 696248f](https://github.com/confident-ai/deepeval/tree/696248fd7f8b4db1aa0d4f05cee22c3d2cc5857b)

### Which was updated more recently, deepeval or hello-agents?

deepeval: its last push was on November 5, 2026, and hello-agents's on October 13, 2026.

The proof: [confident-ai/deepeval's commits on GitHub](https://github.com/confident-ai/deepeval/commits)

### Which has more commits signed by AI, deepeval or hello-agents?

hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in deepeval, 0.9%.

## Sources

- confident-ai/deepeval: Read on November 6, 2026, at commit 696248f (https://github.com/confident-ai/deepeval/tree/696248fd7f8b4db1aa0d4f05cee22c3d2cc5857b)
- datawhalechina/hello-agents: Read on November 4, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)

## 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.