AI · alternatives · 2026

24 alternatives to StarSpace

Embeddings for classification, retrieval and ranking

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. StarSpace launched in 2018; newer entries below may have overtaken it.

1. 1WA
   Wikipedia2Vec – A tool for learning embeddings of words and entities▲105

   2018 · wikipedia2vec.github.io · its alternatives →

2. 2SC
   Subreddit classifier using scikit-learn and a high-performance Go proxy▲170

   2016 · ioloop.io · its alternatives →

3. 3
   Paperspace for Machine Learning▲152

   A Linux desktop in the cloud built for Machine Learning

   2016 · its alternatives →

4. 4
   FoundersGyan - Survaider▲54

   Decoding textual reviews via machine learning

   2016 · its alternatives →

5. 5
   WhatTheFIsML▲110

   An illustrated guide to understanding Machine Learning

   2016 · its alternatives →

6. 6
   fastText▲8

   Efficient text classification and representation learning

   2017 · its alternatives →

7. 7
   BigML▲64

   Machine learning as a service - build predictive apps

   2014 · its alternatives →

8. 8
   embedtree▲71

   A simple service for curating and sharing great content

   2015 · its alternatives →

9. 9
   Fast text▲6

   Learning of word representations and sentence classification

   2017 · its alternatives →

10. 10MA
    Mapping and Analysing Subreddits▲21

    2017 · lmcinnes.github.io · its alternatives →

11. 11MT
    MonkeyLearn – Text Mining Made Easy▲40

    2015 · monkeylearn.com · its alternatives →

12. 12ET
    [Embedditor] - the Open-source Microsoft Word for Vector Embeddings▲7

    2023 · github.com · its alternatives →

13. 13MD
    ML data annotations and tagging made easy▲41

    2018 · dataturks.com · its alternatives →

14. 14KR
    Klassify – Redis Based Document Classification Service▲36

    2016 · github.com · its alternatives →

15. 15NL
    Natural Language Querying▲17

    2013 · samuru.com · its alternatives →

16. 16SE
    Search engine for 20,000+ machine learning models▲18

    2018 · modeldepot.io · its alternatives →

17. 17
    LearnSearch▲7

    User Curated Learning Resources

    2017 · its alternatives →

18. 18RF
    Rag Framework▲5

    A scalable centralized embeddings platform for efficient embedding and retrieval to build RAG applications faster

    2024 · github.com · its alternatives →

19. 19SA
    SimilaritySearchKit – A package for local text embeddings with CoreML▲7

    2023 · github.com · its alternatives →

20. 20MO
    Metarank – open-source hybrid search with LLMs▲7

    A small demo for a Metarank open-source project I'm maintaining.

    2023 · demo.metarank.ai · its alternatives →

21. 21CY
    Can you think like a word vector? A game for exploring word embeddings▲8

    2018 · robotmindmeld.com · its alternatives →

22. 22OS
    Open-Source Machine Learning Suite for the Browser▲8

    2017 · github.com · its alternatives →

23. 23
    VectorHack▲7

    Machine learning news and insights

    2017 · its alternatives →

24. 24
    TensorFlow▲17

    An Open Source Library for Machine Intelligence (by Google)

    2015 · 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 →