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Evidently AI

Paid

Generate sentiment reports, extract topics, and identify correlations in large text-based data volumes.

5.0
New AI ToolsContact
Inputs: text, codeOutputs: text, code
Type
Saas
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About Evidently AI

Evidently AI is an AI-powered text analysis and data mining platform. It enables users to quickly and accurately analyze and extract insights from large volumes of text-based data. This powerful tool can be used to gain a deeper understanding of customer sentiment and behavior, uncover key topics and trends, and identify correlations between different types of data. With Evidently AI, users can quickly uncover important insights from their text-based data, allowing them to make informed decisions faster and more accurately. The platform is user-friendly and requires no coding knowledge, making it perfect for businesses of any size and industry. Additionally, it is equipped with advanced features such as natural language processing, machine learning, and deep learning, providing users with the most up-to-date and comprehensive analysis of their data. Evidently AI is a must-have for any business looking to make the most of their text-based data and gain a competitive edge in the market.

Key Features

Generate customer sentiment reports for targeted marketing campaigns.
Automate the process of extracting topics and trends from text-based data.
Quickly identify correlations in large volumes of text-based data.

Pros & Cons

Pros
  • Fully open-source under Apache 2.0 license, enabling customization and community contributions
  • Comprehensive evaluation framework covering LLMs, RAG, agents, and ML models in one tool
  • Large library of built-in metrics (100+) reduces need for custom development
  • Continuous monitoring dashboards help catch issues early
  • Trusted by a large community (7500+ GitHub stars, 40m+ downloads, 3000+ community members)
Cons
  • Primarily focused on evaluation and monitoring; does not include model training or deployment capabilities
  • Requires integration into existing workflows; may need technical setup despite open-source nature
  • Free tier (open-source) likely has no usage limits, but enterprise support or managed services may require contacting sales
  • Effectiveness depends on the quality of custom evaluations and metrics defined by the user

Best For

Generate customer sentiment reports for targeted marketing campaigns.Automate the process of extracting topics and trends from text-based data.Quickly identify correlations in large volumes of text-based data.

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FAQ

Is Evidently AI free to use?
Evidently AI is fully open-source under the Apache 2.0 license, meaning the core framework is free to use. Managed services or enterprise support may have separate pricing; this should be verified on the product's website.
What types of AI systems can Evidently AI evaluate?
Based on available information, Evidently AI can evaluate LLMs, RAG applications, AI agents, copilots, and traditional predictive ML models.
Does Evidently AI require coding knowledge?
The platform is designed for developers and data scientists, so some coding knowledge is likely needed for integration and custom evaluation setup. The listing description mentions 'no coding knowledge' for a related text analysis platform, but the website content indicates a technical audience.
Can I create custom evaluation metrics?
Yes, Evidently AI supports custom evaluations using any prompt, model, or rule, in addition to its library of 100+ built-in metrics.
How does Evidently AI handle continuous monitoring?
The platform provides live dashboards that track evaluation results and ongoing quality checks, helping users catch drift, regressions, and emerging risks early.