ChatGPT SearchSep 22, 2026
Aequitas — An open-source audit toolkit focused on measuring bias across subgroups, including metrics such as disparate impact, parity measures, and error-rate disparities.
Data as of Oct 6, 2026Based on 36,682 AI responses
Reviewed by Dimitry Apollonsky ·
AI summary
Aequitas is an open source bias audit toolkit for machine learning developers, analysts, and policymakers to audit machine learning models for discrimination and bias.
<1%No change
of AI answers about Aequitas and its rivals. Since Jul 5
The market map
Algorithmic Bias Auditing ServicesMentioned in
Question: I am planning to audit my algorithm for disparate impact. Who offers statistical bias testing tools?
ChatGPT SearchSep 22, 2026
Aequitas — An open-source audit toolkit focused on measuring bias across subgroups, including metrics such as disparate impact, parity measures, and error-rate disparities.
Since Jul 5
Aequitas's share in each topic, as its page ranks it
Where Aequitas ranks in AI
Question: I am planning to audit my algorithm for disparate impact. Who offers statistical bias testing tools?
Google AI ModeSep 18, 2026
Aequitas : An open-source bias audit toolkit developed by the Center for Data Science and Public Policy at the University of Chicago.
Question: I need a tool for explaining black-box model predictions that can generate easy-to-understand reports for stakeholders.
Google AI ModeSep 8, 2026
Aequitas : Developed by the Center for Data Science and Public Policy, this open-source bias and fairness audit toolkit is invaluable
Position in the answer
Weeks of Aug 31 – Sep 20, 2026
datasciencepublicpolicy.org 29%Other sites 71%
Excerpts where Aequitas appeared in the AI's answer
Aequitas — An open-source audit toolkit focused on measuring bias across subgroups, including metrics such as disparate impact, parity measures, and error-rate disparities.
Aequitas : An open-source bias audit toolkit developed by the Center for Data Science and Public Policy at the University of Chicago.
Excerpts where Aequitas appeared in the AI's answer
Aequitas : Developed by the Center for Data Science and Public Policy, this open-source bias and fairness audit toolkit is invaluable
