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Weights & Biases VS Evidently AI

Compare Weights & Biases VS Evidently AI and see what are their differences

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Weights & Biases logo Weights & Biases

Developer tools for deep learning research

Evidently AI logo Evidently AI

Open-source monitoring for machine learning models
  • Weights & Biases Landing page
    Landing page //
    2023-07-24
  • Evidently AI Landing page
    Landing page //
    2023-08-19

Weights & Biases videos

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Evidently AI videos

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How to Monitor Machine Learning Models (Evidently AI)

Category Popularity

0-100% (relative to Weights & Biases and Evidently AI)

Weights & Biases

Evidently AI

Data Science And Machine Learning
68 68%
Data Science And Machine Learning
32% 32
AI
26 26%
AI
74% 74
Data Science Notebooks
100 100%
Data Science Notebooks
0% 0
Developer Tools
30 30%
Developer Tools
70% 70

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.

Weights & Biases mentions (0)

We have not tracked any mentions of Weights & Biases yet. Tracking of Weights & Biases 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: 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 Weights & Biases and Evidently AI, you can also consider the following products

neptune.ai - Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

ML5.js - Friendly machine learning for the web

Managed MLflow - Managed MLflow is built on top of MLflow, an open source platform developed by Databricks to help manage the complete Machine Learning lifecycle with enterprise reliability, security, and scale.

ML Showcase - A curated collection of machine learning projects

Algorithmia - Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.

Lobe - Visual tool for building custom deep learning models

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