Life & fun · alternatives · 2026

This is a MapReduce implementation of a spatial co-location mining algorithm, launched in 2016. It is designed for researchers and data scientists who need to identify spatial patterns and relationships in large… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. MapReduce Implementation of Spatial Co-Location Mining Algorithm launched in 2016; newer entries below may have overtaken it.

1. 1
   Atlas.co▲960

   GIS and maps in the browser

   2024 · atlas.co · its alternatives →

2. 2
   Atlas.new▲524

   The AI agent for maps and spatial data

   Jan 2026 · atlas.new · its alternatives →

3. 3
   Distributed MapReduce framework in Go▲25

   2015 · github.com · its alternatives →

4. 4
   Corral – A Serverless MapReduce Framework▲92

   🐎 A serverless MapReduce framework written for AWS Lambda - bcongdon/corral

   2018 · github.com · its alternatives →

5. 5
   Mapus▲619

   An open source map tool with real-time collaboration

   2021 · github.com · its alternatives →

6. 6
   DataMonkey▲676

   Your GeoAI to combine in-house with public map-based data

   2024 · datamonkey.tech · its alternatives →

7. 7
   Maplist Beta▲282

   The reddit of maps

   2019 · maplist.co · its alternatives →

8. 8
   Geoblink▲68

   Geo-spatial intelligence platform.

   2017 · geoblink.com · its alternatives →

9. 9IM
   Incremental MapReduce and the Model-View Problem▲10

   2017 · medium.com · its alternatives →

10. 10
    Atlas – GIS and interactive maps in the browser▲161

    Atlas is the AI-native GIS. Build maps, dashboards, and spatial workflows from a conversation — GIS-grade analysis, accessible to your whole team. Trusted by energy developers, asset managers, and field operations teams.

    2024 · atlas.co · its alternatives →

11. 11
    Tile38 – A geolocation DB with spatial index and realtime geofencing▲82

    Real-time Geospatial and Geofencing. Contribute to tidwall/tile38 development by creating an account on GitHub.

    2016 · github.com · its alternatives →

12. 12
    Mapify▲89

    Build scalable real-time location intelligence solutions

    2021 · mapify.ai · its alternatives →

13. 13
    MapHub – A Google My Maps Alternative, Based on OpenStreetMap Data▲244

    MapHub allows you to create, share and collaborate interactive maps online.

    2016 · maphub.net · its alternatives →

14. 14
    Mapsense▲61

    The API for data-driven mapping

    2015 · its alternatives →

15. 15
    Tile38 – Realtime geofencing and geospatial index▲130

    Real-time Geospatial and Geofencing. Contribute to tidwall/tile38 development by creating an account on GitHub.

    2019 · github.com · its alternatives →

16. 16
    Analyse Asia 79: Hadoop, Cloudera & Big Data with Doug Cutting▲66

    Hadoop, Cloudera, Open Source Software & Big Data

    2015 · analysepodcast.com · its alternatives →

17. 17
    Flatmap – a new tool to make vector tiles from OpenStreetMap data fast▲158

    Flexible tool to build planet-scale vector tilesets from OpenStreetMap data fast - onthegomap/planetiler

    2021 · github.com · its alternatives →

18. 18DS
    Dijkstra’s algorithm in the web browser with OpenStreetMap▲158

    2016 · christophercliff.com · its alternatives →

19. 19
    C99 implementation of new O(m log^(2/3) n) shortest path algorithm▲111

    Experimental C implementation of “Breaking the Sorting Barrier for Directed Single-Source Shortest Paths” by Ran Duan, Jiayi Mao, Xiao Mao, Xinkai Shu, and Longhui Yin (STOC 2025) - danalec/DMMSY-SSSP

    Feb 2026 · github.com · its alternatives →

20. 20
    MapGO▲15

    Geospatial Intelligence

    2025 · mapgo.io · its alternatives →

21. 21
    Maptiks▲66

    Analytics for web map applications

    2018 · its alternatives →

22. 22
    MapDeduce▲73

    Understand any document with the help of AI

    2023 · its alternatives →

23. 23M1
    Mapping 11M points with Tile38 – Mapbox/Geonames▲51

    2018 · geonames.tile38.com · its alternatives →

24. 24
    BFS, Dijkstra and A* interactive demo made in React▲94

    Visual explanation of pathfinding algorithms and how a*, Dijkstra and BFS can be seen as the same algorithm with different parameter/data structures used under the hood - npretto/pathfinding

    2021 · github.com · 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 →