AI · alternatives · 2026

24 alternatives to Deepchecks Monitoring

Open source monitoring for AI & ML

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier. Deepchecks Monitoring launched in 2023; newer entries below may have overtaken it.

1. 1
   Deepchecks Testing Package▲186

   Open source tool for testing & validating your model & data

   2022 · github.com · its alternatives →

2. 2
   Evidently AI▲297

   Open-source monitoring for machine learning models

   2021 · evidentlyai.com · its alternatives →

3. 3
   TraceRoot.AI▲342

   Fix bugs faster with open source, AI native observability

   2025 · traceroot.ai · its alternatives →

4. 4
   LLMonitor▲128

   Open source monitoring and production toolkit for AI apps

   2023 · its alternatives →

5. 5
   OpenMeter▲459

   Usage metering for engineers

   2023 · openmeter.io · its alternatives →

6. 6
   Evidently AIfree▲382

   Open-source evaluations and observability for LLM apps

   2024 · evidentlyai.com · its alternatives →

7. 7
   AI Observability by OpenObserve▲317

   OpenTelemetry-native observability for agents and LLMs

   Aug 2026 · openobserve.ai · its alternatives →

8. 8
   Flowtest.ai▲221

   First AI agent for deep website monitoring

   2025 · its alternatives →

9. 9
   OpenAI API Analytics▲132

   Analyze your OpenAI API usage and logs in real-time

   2023 · llm.report · its alternatives →

10. 10
    Openlayer▲197

    Slack or email alerts for when your AI fails

    2023 · openlayer.com · its alternatives →

11. 11
    Monitor ML▲171

    Real-time production monitoring of ML models, made simple.

    2019 · arize.com · its alternatives →

12. 12
    Depthdata▲154

    The system of analyze your company's AI usage

    Jul 2026 · depthdata.app · its alternatives →

13. 13
    DeepLiveCam▲150

    The Live AI DeepFake

    2025 · github.com · its alternatives →

14. 14
    LetMeCheck.ai▲168

    Let me check your vibe - code analysis tool

    2025 · letmecheck.ai · its alternatives →

15. 15
    DeepUnit▲121

    Generate verified unit tests with AI

    2023 · its alternatives →

16. 16
    Deeptracker▲70

    AI-powered investment insights and strategy platform

    2025 · its alternatives →

17. 17
    Deep Dive Duck▲102

    Our AI reports show key changes to competitor sites

    2018 · deepdiveduck.com · its alternatives →

18. 18
    Weights & Biases▲110

    Developer tools for deep learning & machine learning

    2019 · wandb.ai · its alternatives →

19. 19
    PRobe▲11

    Free, open-source AI code review companion for GitHub PRs

    Mar 2026 · getprobe.dev · its alternatives →

20. 20
    DeepCheckAi▲2

    Content Analysis Platform

    Apr 2026 · its alternatives →

21. 21
    Replicate▲68

    Version control for machine learning

    2020 · its alternatives →

22. 22
    AI Checker Tool▲78

    Free AI Content Detector

    2023 · aidetector.com · its alternatives →

23. 23
    Zebrium Autonomous Monitoring▲82

    Let machine learning catch software problems

    2020 · sciencelogic.com · its alternatives →

24. 24
    Mona▲72

    Intelligent monitoring for AI

    2021 · monalabs.io · 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 →