Reviews onG2
27 reviews trackedThe Bottom Line
Entry price
Free, no paid tier
Biggest pro
Entire platform is now open-source, making it freely available
Biggest con
The company WhyLabs, Inc. is no longer operational
TL;DR - WhyLabs
- WhyLabs, Inc. has ceased operations.
- The entire WhyLabs platform has been open-sourced for AI observability research.
- Key open-source tools include `whylogs` for data logging and `langkit` for LLM monitoring.
Pricing: Free forever
Best for: Individuals & startups
4.6/5 across review platforms
What is WhyLabs?
WhyLabs, Inc. has discontinued its operations as a company. However, the complete WhyLabs platform has been open-sourced to support future iterations of AI observability research. This platform was designed to enable responsible AI adoption by providing tools for monitoring and securing AI systems.
Key components include `whylogs`, an open standard for data logging that facilitates privacy-preserving logging and monitoring for AI, and `langkit`, an open-source toolkit specifically for monitoring and securing Large Language Models (LLMs) while maintaining privacy. These tools are aimed at helping teams and researchers advance the field of responsible AI operations.
Available on: Web
Pros & Cons
Pros
- Entire platform is now open-source, making it freely available
- Provides tools for privacy-preserving AI logging and monitoring
- Offers specialized toolkit for LLM monitoring and security
- Contributes to responsible AI adoption and research
Cons
- The company WhyLabs, Inc. is no longer operational
- No commercial support or new feature development from the original company
Ratings Across the Web
4.6(27 reviews)
Ratings aggregated from independent review platforms. Learn more
Key Features
Open-source AI observability platformPrivacy-preserving data logging with `whylogs`Monitoring and securing LLMs with `langkit`Open standard for data logging (`whylogs`)Toolkit for LLM monitoring (`langkit`)
Pricing
Free
WhyLabs is completely free to use with no hidden costs.
Reviews
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4.6/5
Across 27 verified user reviews on G2
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WhyLabs FAQ
How does WhyLabs support responsible AI adoption?
WhyLabs provides open-source tools designed to monitor and secure AI systems, which helps facilitate responsible AI adoption. Its components, like
whylogs and langkit, offer capabilities for privacy-preserving logging and monitoring, contributing to ethical AI operations.Which teams would benefit most from using WhyLabs?
WhyLabs is best suited for teams and researchers focused on advancing responsible AI operations. Its open-source nature and specialized tools for AI observability, data quality, and security make it valuable for those building and maintaining AI systems.
How is WhyLabs priced?
WhyLabs is free to use, as the entire platform has been open-sourced. There is no paid plan required to access its features for AI observability and monitoring.
What kind of limitations should users be aware of when adopting WhyLabs?
Users should be aware that the original company, WhyLabs, Inc., is no longer operational. This means there is no commercial support or new feature development from the original entity, though the platform remains available as open-source.
Can WhyLabs be used to monitor Large Language Models?
Yes, WhyLabs includes
langkit, an open-source toolkit specifically designed for monitoring and securing Large Language Models (LLMs). This toolkit helps maintain privacy while observing LLM performance and behavior.How does WhyLabs compare to MLflow for AI monitoring?
WhyLabs focuses on providing open-source tools for privacy-preserving AI observability and monitoring, including specialized support for LLMs with
langkit. MLflow offers a broader platform for the entire machine learning lifecycle, including experiment tracking and model deployment, in addition to monitoring.Source: whylabs.ai