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Censius.ai VS Evidently AI

Compare Censius.ai VS Evidently AI and see what are their differences

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Censius.ai logo Censius.ai

Building the future of MLOps

Evidently AI logo Evidently AI

Open-source monitoring for machine learning models
  • Censius.ai Landing page
    Landing page //
    2023-10-04

Censius is an AI Observability Platform that enables enterprises of all sizes to confidently deploy their machine learning models into production. The company's flagship AI observability platform helps data science initiatives become more accountable and explainable. This all-in-one ML monitoring system allows you to proactively monitor end-to-end ML pipelines for drift, skew, data integrity, and data quality concerns.

  • Evidently AI Landing page
    Landing page //
    2023-08-19

Censius.ai

Website
censius.ai
Pricing URL
Official Censius.ai Pricing
$ Details
paid Free Trial
Platforms
Azure AWS
Release Date
2021 December
Edit details

Evidently AI

Website
evidentlyai.com
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-
Edit details

Censius.ai features and specs

  • Explainability: Yes
  • Performance monitoring : Yes
  • Drift monitoring : Yes
  • Dashboards: Yes

Evidently AI features and specs

No features have been listed yet.

Censius.ai videos

+ Add

Censius Platform Introduction

Evidently AI videos

+ Add

How to Monitor Machine Learning Models (Evidently AI)

Category Popularity

0-100% (relative to Censius.ai and Evidently AI)

Censius.ai

Evidently AI

AI
26 26%
AI
74% 74
Developer Tools
25 25%
Developer Tools
75% 75
Data Science And Machine Learning
30 30%
Data Science And Machine Learning
70% 70
Analytics
100 100%
Analytics
0% 0

User comments

Share your experience with using Censius.ai and Evidently AI. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, Evidently AI seems to be more popular. 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.

Censius.ai mentions (0)

We have not tracked any mentions of Censius.ai yet. Tracking of Censius.ai recommendations started around Jul 2022.

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: over 1 year 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 Censius.ai and Evidently AI, you can also consider the following products

iko.ai - Real-time collaborative notebooks on your own Kubernetes clusters to train, track, package, deploy, and monitor your machine learning models.

ML5.js - Friendly machine learning for the web

JarvisLabs.ai - Let's make AI simple

ML Showcase - A curated collection of machine learning projects

Bifrost Data Search - Find the perfect image datasets for your next ML project

Lobe - Visual tool for building custom deep learning models

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