Dev tools · alternatives · 2026

24 alternatives to ZinkML Data Science Platform

Zero-code, end-to-end, collaborative data science platform.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. ZinkML Data Science Platform launched in 2024; newer entries below may have overtaken it.

1. 1
   StackML▲252

   Machine Learning platform in-browser, for creators

   2019 · its alternatives →

2. 2
   Capalyze▲809

   ChatGPT for datavores: scrape → ask → visualize

   Sep 2025 · capalyze.ai · its alternatives →

3. 3
   Hex▲294

   Bring everyone together with data

   2024 · its alternatives →

4. 4
   Stackby▲270

   Spreadsheets, Databases and No-code APIs in one platform

   2021 · its alternatives →

5. 5ZE
   ZenML, extensible open-source MLOps framework for reproducible ML▲37

   2020 · github.com · its alternatives →

6. 6
   Struxe▲342

   A more social way to work

   2024 · its alternatives →

7. 7
   Datazar 2.0▲118

   Advanced, cloud-based research collaboration

   2017 · its alternatives →

8. 8
   Zerve AI▲174

   What if Jupyter + Figma + VSCode had a baby?

   2024 · its alternatives →

9. 9
   Zetta▲141

   Automated business intelligence platform

   2025 · zettadata.ai · its alternatives →

10. 10
    Project Zero▲139

    Extract, transform & stream Blockchain data

    2024 · projectzero.io · its alternatives →

11. 11
    Xata▲236

    The data platform for modern web applications

    2022 · its alternatives →

12. 12
    ZenML▲84

    Create reproducible machine learning pipelines

    2020 · its alternatives →

13. 13
    Datature▲271

    No-code platform for building deep neural nets

    2021 · its alternatives →

14. 14WH
    We have built a benchmark platform for graph databases▲83

    2022 · memgraph.com · its alternatives →

15. 15
    PrometheusML▲63

    Intuitive & interactive way to run data science experiments

    2022 · its alternatives →

16. 16OS
    Open source data discovery and observability platform▲122

    2022 · opendatadiscovery.org · its alternatives →

17. 17DA
    dstack – an open-source tool to build data applications easily▲134

    Dear HN, I am Riwaj, the cofounder of dstack.ai (https://github.com/dstackai). A few months ago, we built an online service that allows users to publish data visualizations from Python or R. The idea was to build a tool that did not require additional programming or front-end development for publishing data visualizations. Such a code can be invoked from either Jupyter notebook, RMarkdown, Python, or R scripts. Once the data is pushed, it can be accessed via a browser. Open-sourcing dstack: During our customer discovery phase, we realized that dstack.ai should integrate a lot…

    2020 · its alternatives →

18. 18
    ditData▲83

    No-code data automation platform for startups & SMBs

    2020 · its alternatives →

19. 19
    Deepnote▲93

    A collaboration platform for data scientists

    2019 · its alternatives →

20. 20UO
    UniversalDataTool – open-source collaborative data labeling▲70

    2020 · github.com · its alternatives →

21. 21BA
    Bamboolib – A GUI for Pandas (Python Data Science)▲119

    2019 · bamboolib.com · its alternatives →

22. 22
    Zot – Yet another coding agent harness▲107

    A lightweight, single-binary coding agent harness written in Go. Anthropic, OpenAI, Kimi, DeepSeek, Google Gemini, Ollama, managed llama.cpp models, five built-in tools, three run modes, extensions in any language, and a built-in Telegram bridge.

    May 2026 · zot.sh · its alternatives →

23. 23
    ScoopML▲81

    An AI assistant for machine learning engineers

    2020 · its alternatives →

24. 24
    Scispot▲70

    No-code digital operating platform for life science SMEs

    2021 · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →