Evidently AI Review 2024: Pricing AI Features & Alternative

Evidently AI is an open-source Python library for data scientists and ML engineers to evaluate, test, and monitor machine learning models. It helps you ensure the quality of your models throughout the model lifecycle, from validation to production. Evidently AI works with tabular, text data, and embeddings. It has a modular approach with 3 components: Reports, Test Suites, and a Monitoring Dashboard.

Freemium

Paid Plans Start From $10 per month

Key Features

  • A variety of metrics and tests: Evidently AI provides a variety of metrics and tests to help you evaluate the quality of your models. These include metrics for accuracy, precision, recall, f1-score, and ROC AUC. There are also tests for bias, fairness, and robustness.
  • A flexible API: Evidently AI has a flexible API that makes it easy to integrate with your existing machine learning workflow. You can use the API to create reports, run test suites, and monitor your models.
  • A user-friendly dashboard: Evidently AI provides a user-friendly dashboard that makes it easy to visualize the results of your evaluations and tests. The dashboard also allows you to track the performance of your models over time.

use Case

  • Evaluating the quality of new machine learning models: Evidently AI can be used to evaluate the quality of new machine learning models before they are deployed in production. This can help you ensure that your models are accurate, fair, and robust.
  • Monitoring the performance of deployed machine learning models: Evidently AI can be used to monitor the performance of deployed machine learning models. This can help you identify and address any problems with your models early on.
  • Detecting changes in the performance of machine learning models: Evidently AI can be used to detect changes in the performance of machine learning models. This can help you identify any factors that are impacting the performance of your models, such as changes in the underlying data or the environment.

Evidently AI alternatives

How Evidently AI Works

pricing

Plan Price
Free Free for up to 10 models
Starter $10 per month for up to 100 models
Pro $50 per month for up to 1000 models
Enterprise Contact Evidently AI for pricing

Any Ai Tools Final Verdict