Apache Zeppelin vs Paperspace Notebooks
Apache Zeppelin
zeppelin.apache.org
Paperspace Notebooks
paperspace.comSide by side
| Figure | Apache Zeppelin | Paperspace Notebooks |
|---|---|---|
| Price from | Free | $8/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | — | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 11 |
| Spec score · Notebook Software | 9.0 (#3) | 8.8 (#5) |
| Collaboration | Notebook URLs can be shared with collaborators, with changes broadcast in real time; results can also be displayed in an embeddable page. | The service supports inviting collaborators, permissions, and public notebook links. |
| Founded | 2013 | 2012 |
| Support | The project directs users to its users mailing list for usage questions and help, and also provides a JIRA issue tracker. | Standard support is free and ticket-based seven days a week; enterprise support is available by contract and includes infrastructure assistance and customer success managers. |
Plans
Paperspace Notebooks
- FreeFree
- FreeFree
- T0Free
- Pro$8 a month
- Pro (user plan)$8 a month
- Pro (team plan)$12 a month
- T1$12 a month
- Growth$39 a month
- Growth (team plan)$39 a month
- Growth (user plan)$39 a month
In their own words
Apache Zeppelin
Apache Zeppelin is a web-based notebook for interactive data analytics and collaborative documents. Its pluggable interpreters support work in SQL, Scala, Python, R, and other languages, with backends including Apache Spark and Flink. Use it to ingest and explore data, analyze results, and create visualizations. Built-in charts can display output from any language backend; pivot charts support drag-and-drop aggregation. The Spark integration can provide SparkContext and SQLContext automatically, load dependencies at runtime, and show job progress or cancel jobs. Its SQL interpreter connects to JDBC sources such as PostgreSQL, MySQL, MariaDB, Redshift, and Apache Hive. Collaborators can share notebook URLs and receive changes in real time. The project documents single-user and multi-user deployments, including LDAP support. Zeppelin is open source under the Apache License 2.0 and costs nothing. It runs on Linux, macOS, self-hosted, and web environments. Anonymous access is enabled by default, so its documentation recommends configuring authentication or limiting use to a secured, trusted environment.
Paperspace Notebooks
Paperspace Notebooks is a hosted, browser-based Jupyter IDE for data exploration and machine-learning model development with accelerated compute. Users can launch GPU-enabled notebooks from a browser using a pre-built template or their own setup. It runs Jupyter files and projects in languages such as Python, with notebook machines running in Docker containers and shared persistent storage for work across notebooks.
Teams can invite collaborators, assign permissions, fork public projects, and create notebooks. Pro and Growth subscribers can mount public or private S3-compatible data sources, including AWS S3 and DigitalOcean Spaces. Listed tools include TensorFlow, PyTorch, Keras, Scikit Learn, TensorRT, TensorBoard, ONNX, XGBoost, HuggingFace, RAPIDS, and Fast.ai. An HTTP-based API supports programmatic resource management. The free plan includes 5 GB storage and free CPU and GPU machines, but free-tier machine auto-shutdown cannot exceed six hours. Paid plans start at $8.00 per month. Platforms listed are API, Linux, macOS, web, and Windows; a separate desktop app is listed for Windows 10+, OS X 10.13+, and Linux beta.