nowfound

AI · alternatives · 2026

24 alternatives to Evidently AI

Open-source monitoring for machine learning models

Evidently AI is an open-source tool that monitors machine learning models after they've been deployed. It generates visual reports showing how models are performing and helps developers identify and troubleshoot… 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. Evidently AI launched in 2021; newer entries below may have overtaken it.

  1. 1
    Evidently AIfree▲382

    Open-source evaluations and observability for LLM apps

    2024 · evidentlyai.com · its alternatives →

  2. 2

    OpenAI's smartest and most intuitive to use model yet

    2021 · openai.com · its alternatives →

  3. 3

    Chat with your analytics

    2023 · simpleanalytics.com · its alternatives →

  4. 4

    Open source monitoring for AI & ML

    2023 · github.com · its alternatives →

  5. 5

    The fastest, most precise no-code AI in the world.

    2020 · obviously.ai · its alternatives →

  6. 6
    Ito▲449

    I'm Evan and I made Ito.ai It's code review that actually runs your code. The result is that it finds more bugs with a smaller false positive rate. You get screenshots, videos, and run logs. I built Ito because manual verification sucks and I thought I could automate it. I've been a professional developer for 15 years and now more than ever, I'm just spending time making sure things work. I looked into all of the other agentic testing tools that click around a url you give them and frankly, they sucked. They just didn't work. I figured to be able to actually testing things you need to run…

    Aug 2026 · ito.ai · its alternatives →

  7. 7

    New AI classifier for indicating AI-written text

    2023 · openai.com · its alternatives →

  8. 8

    Hugging Face's AI agent that automates post-training

    Apr 2026 · smolagents-ml-intern.hf.space · its alternatives →

  9. 9

    A couple of months ago, we left our jobs to build UpTrain AI, an open-source machine learning observability and refinement tool which helps users understand the performance of their models in production and improves them over time by identifying problematic data-points for retraining. Data drift, Distribution shifts, Model degradation, Edge cases - we have personally faced these problems in our previous organizations and have built a lot of tooling to solve them. We are building UpTrain so that others don’t need to build them and can solely focus on improving their ML models while we…

    2023 · github.com · its alternatives →

  10. 10

    Build AI models and get predictions, no code required

    2023 · mentana.ai · its alternatives →

  11. 11

    Fix bugs faster with open source, AI native observability

    2025 · traceroot.ai · its alternatives →

  12. 12

    Find amazing AI tools that make your life easy & better

    2023 · aitools.fyi · its alternatives →

  13. 13

    No-code platform for generative AI apps and workflows

    2024 · its alternatives →

  14. 14

    AI powered fact-checker for article reputability and bias

    2024 · sourcerai.co · its alternatives →

  15. 15
    LLMonitor▲128

    Open source monitoring and production toolkit for AI apps

    2023 · its alternatives →

  16. 16
    MindsDB▲235

    In-database machine learning

    2022 · its alternatives →

  17. 17

    Free AI Content Detector

    2023 · aidetector.com · its alternatives →

  18. 18

    AI that fact-checks itself with your team's docs and experts

    2023 · knowledgebot.ai · its alternatives →

  19. 19
    AI or Not▲164

    Detect AI generated images, audio & KYC documents for free.

    2024 · aiornot.com · its alternatives →

  20. 20

    Hey HN, I’m Henry, cofounder and CTO at Span (https://span.app/). Today we’re launching AI Code Detector, an AI code detection tool you can try in your browser. The explosion of AI generated code has created some weird problems for engineering orgs. Tools like Cursor and Copilot are used by virtually every org on the planet – but each codegen tool has its own idiosyncratic way of reporting usage. Some don’t report usage at all. Our view is that token spend will start competing with payroll spend as AI becomes more deeply ingrained in how we build software, so understanding how…

    2025 · code-detector.ai · its alternatives →

  21. 21
    Mona▲72

    Intelligent monitoring for AI

    2021 · monalabs.io · its alternatives →

  22. 22

    Debug like never before with the power of AI

    2023 · debugcode.ai · its alternatives →

  23. 23

    Version control for machine learning

    2020 · its alternatives →

  24. 24

    Free and accurate AI detector to check AI content

    2023 · moxby.com · its alternatives →

Also compare

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 →