AI · alternatives · 2026

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Weather data created by phones for machine learning classifier training launched in 2018; newer entries below may have overtaken it.

1. 1
   WeatherNext 3▲129

   Our most advanced and accurate global weather AI model

   Sep 2026 · blog.google · its alternatives →

2. 2
   BigML▲64

   Machine learning as a service - build predictive apps

   2014 · bigml.com · its alternatives →

3. 3
   Weather by Tinybop▲66

   Experiment with the weather

   2016 · apps.apple.com · its alternatives →

4. 4
   Coatcheck▲87

   A crowdsourced weather forecast

   2016 · coatcheck.me · its alternatives →

5. 5
   Machine Learning▲77

   A visual guide for beginners

   2017 · amazon.com · its alternatives →

6. 6TF
   The first automated weather watching service via SMS▲5

   2017 · smsforecast.com · its alternatives →

7. 7
   Horizon▲87

   Sunset prediction webapp

   2023 · its alternatives →

8. 8
   Sunshine▲152

   A simpler, personal, more accurate mobile weather experience

   2015 · thesunshine.co · its alternatives →

9. 9
   CARROT Weather▲138

   Redesigned to deliver crazy-powerful and snarky forecasts

   2017 · apps.apple.com · its alternatives →

10. 10WA
    WeatherOrNot a maximal weather app in the terminal▲6

    A RETRO TERMINAL WEATHER EXPERIENCE

    Nov 2025 · james-see.github.io · its alternatives →

11. 11
    CARROT Weather for Mac▲109

    A smartass weather robot with a personality

    2015 · meetcarrot.com · its alternatives →

12. 12
    Comprehensive resource guide for mobile machine learning▲5

    2019 · github.com · its alternatives →

13. 13
    Fresh Air▲117

    A beautiful weather app for iOS w/ calendar integration

    2015 · time.now · its alternatives →

14. 14
    Tempo▲67

    Definitive iOS weather app

    2014 · apps.apple.com · its alternatives →

15. 15AC
    All Clear Weather – creating new live weather datasets with ML▲57

    2018 · allclearweather.com · its alternatives →

16. 16
    CARROT Weather▲109

    An eerily accurate weather app with hilarious forecasts

    2015 · meetcarrot.com · its alternatives →

17. 17
    8 bit weather▲95

    An 8bit weather app that tells you whats appropriate to wear

    2014 · its alternatives →

18. 18
    PressureNet▲54

    Crowdsourced weather app

    2014 · play.google.com · its alternatives →

19. 19
    WeatherSignal▲60

    The barometer for iPhone

    2014 · apps.apple.com · its alternatives →

20. 20
    An Introduction to Statistical Learning▲60

    How to implement the various methods in real life settings

    2016 · its alternatives →

21. 21
    Forecast▲6

    A weather bot for Slack

    2016 · forecastslackbot.com · its alternatives →

22. 22EW
    Experimenting with Machine Learning Classifiers in Hardware▲5

    2017 · medium.com · its alternatives →

23. 23ML
    Machine Learning Development on Apple Platforms▲8

    2019 · nicholas-arner.squarespace.com · its alternatives →

24. 24
    Machine Learning▲6

    A Hands-On, Project-Based Introduction to Machine Learning

    2017 · amazon.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 →