Source: https://seerepo.com/compare/gradio-app/gradio/vs/Robbyant/lingbot-map
Markdown source: https://seerepo.com/compare/gradio-app/gradio/vs/Robbyant/lingbot-map.md
Description: gradio and lingbot-map share 5 technologies: Hugging Face, onnxruntime-gpu, opencv-python, safetensors, and pillow. Both are written in Python.

# gradio vs lingbot-map

gradio and lingbot-map share 5 technologies: Hugging Face, onnxruntime-gpu, opencv-python, safetensors, and pillow. Both are written in Python.

- [gradio-app/gradio](https://seerepo.com/r/gradio-app/gradio): Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
- [Robbyant/lingbot-map](https://seerepo.com/r/Robbyant/lingbot-map): [ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction

## What they share and what sets them apart

- In common: Hugging Face, onnxruntime-gpu, opencv-python, safetensors, pillow
- Only in gradio: FastAPI, psycopg2, uvicorn, starlette, anyio, Svelte, OpenAI, SvelteKit, Vite, Tailwind CSS, bokeh, Plotly, xyzservices, Gradio, matplotlib, altair, SQLAlchemy, itsdangerous, authlib, accelerate, datasets, diffusers, LangChain, langchain-openai, librosa, llama-index, nltk, openai-whisper, prophet, scikit-learn, spaCy, speechbrain, TensorFlow, torch, torchaudio, torchvision, xgboost, gradio-client, MCP, transformers, jinja2, markupsafe, pymupdf, Pydantic, iframe-resizer, hast-util-to-string, prismjs, wavesurfer.js, CodeMirror, @lezer/highlight, @lezer/markdown, TanStack, D3, handlebars, pixi.js, pixi-filters, d3-selection, Mermaid, katex, marked, marked-highlight, Vega, vega-embed, vega-lite, sanitize-html, @ffmpeg/ffmpeg
- Only in lingbot-map: Open3D, einops

## Side by side

| | gradio | lingbot-map |
|---|---|---|
| Size | 310,984 lines written, 1,472 code files | 36,798 lines written, 64 code files |
| Who writes it | 2.1% of its commits signed by AI. With Claude Code, GitHub Copilot, Cursor, and Sweep | 0% of its commits signed by AI |
| Activity | Last push November 6, 2026, 7,091 commits, 43,996 stars | Last push October 14, 2026, 123 commits, 18,556 stars |
| Tests | 327 test files. 10.6% of its code files have a test that imports them | 0 test files |

- 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, gradio or lingbot-map?

gradio, with 310,984 lines written; lingbot-map has 36,798.

The proof: [gradio-app/gradio's code at commit ebccfcf](https://github.com/gradio-app/gradio/tree/ebccfcf3194dd3cd132491a6bc35968f1321611a)

### Which has more GitHub stars, gradio or lingbot-map?

gradio, with 43,996 stars; lingbot-map has 18,556.

The proof: [gradio-app/gradio on GitHub](https://github.com/gradio-app/gradio)

### Which has more tests, gradio or lingbot-map?

gradio, with 327 test files.

The proof: [gradio-app/gradio's code at commit ebccfcf](https://github.com/gradio-app/gradio/tree/ebccfcf3194dd3cd132491a6bc35968f1321611a)

### Which was updated more recently, gradio or lingbot-map?

gradio: its last push was on November 6, 2026, and lingbot-map's on October 14, 2026.

The proof: [gradio-app/gradio's commits on GitHub](https://github.com/gradio-app/gradio/commits)

### Which has more commits signed by AI, gradio or lingbot-map?

gradio: an AI signed 2.1% of its commits, with Claude Code, GitHub Copilot, Cursor, and Sweep.

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

## Sources

- gradio-app/gradio: Read on November 6, 2026, at commit ebccfcf (https://github.com/gradio-app/gradio/tree/ebccfcf3194dd3cd132491a6bc35968f1321611a)
- Robbyant/lingbot-map: Read on November 6, 2026, at commit b9dd1b1 (https://github.com/Robbyant/lingbot-map/tree/b9dd1b1de535e6d36e777fb42b8433c781bfd783)

## 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.