Software Alternatives & Reviews

Dioptra VS Evidently AI

Compare Dioptra VS Evidently AI and see what are their differences

Dioptra logo Dioptra

Dioptra is a data centric platform to automate continuous model improvement.

Evidently AI logo Evidently AI

Open-source monitoring for machine learning models
  • Dioptra Landing page
    Landing page //
    2023-07-20
  • Evidently AI Landing page
    Landing page //
    2023-08-19

Dioptra videos

Dioptra Tutorial

Evidently AI videos

How to Monitor Machine Learning Models (Evidently AI)

Category Popularity

0-100% (relative to Dioptra and Evidently AI)
Developer Tools
25 25%
75% 75
AI
23 23%
77% 77
Analytics
32 32%
68% 68
Data Science And Machine Learning

User comments

Share your experience with using Dioptra and Evidently AI. For example, how are they different and which one is better?
Log in or Post with

Social recommendations and mentions

Based on our record, Evidently AI should be more popular than Dioptra. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Dioptra mentions (1)

  • Show HN: Open-source vector+data lake to debug, curate and version AI data
    Hi HN! I’m Farah, co-founder of [Dioptra.ai](https://dioptra.ai/) this week and wanted to get your take. Katiml is a vector+data lake to debug, curate and version AI data. With katiML, teams avoid the “garbage in, garbage out” effect by taking control over the quality of their data. They quickly and effectively curate high quality data for training, fine-tuning, and fixing hallucinations and edge cases. Features... - Source: Hacker News / 11 months ago

Evidently AI mentions (2)

  • [D] Using MLFlow for model performance tracking
    It is doable. However the main focus of MLFlow is in experiment tracking. I would suggest for you to look into another monitoring tools such evidentlyai . You can track more things than performance (e.g.data drift). Which may be helpful in a production setting. Source: almost 2 years ago
  • Five Data Quality Tools You Should Know
    Evidently is an open-source Python library that analyzes and monitors machine learning models. It generates interactive reports based on Panda DataFrames and CSV files for troubleshooting models and checking data integrity. These reports show model health, data drift, target drift, data integrity, feature analysis, and performance by segment. - Source: dev.to / over 2 years ago

What are some alternatives?

When comparing Dioptra and Evidently AI, you can also consider the following products

Pretrained AI - Integrate pretrained machine learning models in minutes.

ML5.js - Friendly machine learning for the web

PerceptiLabs - A tool to build your machine learning model at warp speed.

ML Showcase - A curated collection of machine learning projects

ML Image Classifier - Quickly train custom machine learning models in your browser

Lobe - Visual tool for building custom deep learning models