Gyana VS Evidently AI

Gyana

Intuitive easy-to-use report and dashboard tool to stop wasting time on repetitive and tedious tasks.

Evidently AI

Open-source monitoring for machine learning models

Landing page //
2022-10-14

Gyana is a no-code data science startup headquartered in London. Their flagship platform enables any business user to become a citizen data scientist with a few clicks-instead of training on hours of coding. Gyana is co-founded by Oxford graduates David Kell and Joyeeta Das and backed by tech leaders such as Biz Stone (co-founder of Twitter). Since their inception in 2016, they remain passionate about democratizing access to data science and have won many awards for pushing data-driven culture forward by participating in critical global projects."

Landing page //
2023-08-19

Gyana

Website: gyana.com
Pricing URL: Official Gyana Pricing
$ Details: paid Free Trial £39.0 / Monthly (1 user, 1,000,000 rows of data, unlimited features and updates)
Platforms: Web Browser Google Chrome
Release Date: 2016 June

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Evidently AI

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

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How to Monitor Machine Learning Models (Evidently AI)

Category Popularity

0-100% (relative to Gyana and Evidently AI)

Gyana

Evidently AI

Productivity

100 100%

Productivity

0% 0

Developer Tools

0 0%

Developer Tools

100% 100

Data Science And Machine Learning

42 42%

Data Science And Machine Learning

58% 58

AI

0 0%

AI

100% 100

User comments

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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.

Gyana mentions (0)

We have not tracked any mentions of Gyana yet. Tracking of Gyana recommendations started around Mar 2021.

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