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

# lingbot-map vs rocketride-server

lingbot-map and rocketride-server share 5 technologies: onnxruntime-gpu, safetensors, opencv-python, einops, and pillow. Both are written in Python.

- [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
- [rocketride-org/rocketride-server](https://seerepo.com/r/rocketride-org/rocketride-server): High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

## What they share and what sets them apart

- In common: onnxruntime-gpu, safetensors, opencv-python, einops, pillow
- Only in lingbot-map: Hugging Face, Open3D
- Only in rocketride-server: FastAPI, azure-storage-blob, pgvector, psycopg2-binary, pymongo, pymysql, python-arango, weaviate-client, Postgres, Redis, MongoDB, pinecone, pymilvus, astrapy, falkordb, Neo4j, OpenAI, Mistral AI, Elasticsearch, Google, Qdrant, Anthropic, Google Cloud Storage, starlette, uvicorn, AIOHTTP, React, GitHub, Vite, MCP, Stripe, SQLAlchemy, authlib, azure-identity, google-auth-oauthlib, pyjwt, cryptography, google-auth-httplib2, accelerate, chromadb-client, ctranslate2, firecrawl-py, kornia, llama-cloud, opencv-contrib-python, opencv-contrib-python-headless, timm, tokenizers, torchvision, langchain-openai, transformers, CrewAI, LangChain, pycocotools, kokoro, langchain-aws, langchain-text-splitters, langchain-xai, rank-bm25, tiktoken, torch, cohere, deepagents, faster-whisper, langchain-anthropic, llama-index-core, MediaPipe, mistral-common, onnxruntime, rfdetr, sentence-transformers, org.apache.tika:tika-core, imageio-ffmpeg, av, filetype, llama-parse, python-docx, marshmallow, validators, Pydantic, Apache, log4j-core, slf4j-api, botocore, psutil, boto3, Tailwind CSS, Chart.js, react-chartjs-2, react-syntax-highlighter, Lucide, react-markdown, rehype-raw, remark-gfm, @textea/json-viewer, docx-preview, dompurify, xlsx, D3, monaco-editor, fontsource, MUI, xyflow, @rjsf/core, dnd-kit, elkjs, tabulator-tables, @mui/icons-material, html-react-parser, markdown-to-jsx, rehype-sanitize, rjsf, dockerode, Drizzle, Sequelize, @fontsource-variable/figtree

## Side by side

| | lingbot-map | rocketride-server |
|---|---|---|
| Size | 36,798 lines written, 64 code files | 886,274 lines written, 2,103 code files |
| Who writes it | 0% of its commits signed by AI | 40.2% of its commits signed by AI. With Claude Code, GitHub Copilot, Cursor, CodeRabbit, and Codex |
| Activity | Last push October 14, 2026, 123 commits, 18,556 stars | Last push November 5, 2026, 1,173 commits, 19,946 stars |
| Tests | 0 test files | 793 test files. 25.1% 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, lingbot-map or rocketride-server?

rocketride-server, with 886,274 lines written; lingbot-map has 36,798.

The proof: [rocketride-org/rocketride-server's code at commit b3ad422](https://github.com/rocketride-org/rocketride-server/tree/b3ad422d02c10e6b98d50aec23df1036620b9746)

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

rocketride-server, with 19,946 stars; lingbot-map has 18,556.

The proof: [rocketride-org/rocketride-server on GitHub](https://github.com/rocketride-org/rocketride-server)

### Which has more tests, lingbot-map or rocketride-server?

rocketride-server, with 793 test files.

The proof: [rocketride-org/rocketride-server's code at commit b3ad422](https://github.com/rocketride-org/rocketride-server/tree/b3ad422d02c10e6b98d50aec23df1036620b9746)

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

rocketride-server: its last push was on November 5, 2026, and lingbot-map's on October 14, 2026.

The proof: [rocketride-org/rocketride-server's commits on GitHub](https://github.com/rocketride-org/rocketride-server/commits)

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

rocketride-server: an AI signed 40.2% of its commits, with Claude Code, GitHub Copilot, Cursor, CodeRabbit, and Codex.

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

## Sources

- Robbyant/lingbot-map: Read on November 6, 2026, at commit b9dd1b1 (https://github.com/Robbyant/lingbot-map/tree/b9dd1b1de535e6d36e777fb42b8433c781bfd783)
- rocketride-org/rocketride-server: Read on November 5, 2026, at commit b3ad422 (https://github.com/rocketride-org/rocketride-server/tree/b3ad422d02c10e6b98d50aec23df1036620b9746)

## 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.
