Data as of Sep 26, 2026 · Based on 4,029,442 AI responses across 13,338 prompts · See how Parse measures this
Alibigithub.comAlibi is a source-available Python library by SeldonIO for inspecting and interpreting machine learning models. It provides high-quality implementations of explanations for both classification and regression, including black-box, white-box, local and global methods such as Anchor explanations for images, Integrated Gradients for text, counterfactual examples, and Accumulated Local Effects. It is complemented by the alibi-detect project for outlier detection, concept drift, and adversarial instance detection, and can be installed from PyPI or GitHub with options for distributed computing and SHAP support.
The market map · 5 of 100 labelled
Explainable AI & Model Monitoring Platforms →Where Alibi ranks in AI
SHAPPicked instead5 questions
Fiddler AIPicked instead1 question
MicrosoftRanking↑4 to #7
Amazon SageMakerRanking↑3 to #6
AI Explainability 360 (AIX360)Ranking#8No contexts measured yet.
Excerpts where Alibi appeared in the AI's answer
Alibi Explain: An open-source Python library focused on machine learning model inspection and interpretation
Alibi Explain – An open-source Python library focused on machine learning model interpretability and robustness, featuring counterfactual explanations.
Excerpts where Alibi appeared in the AI's answer
Alibi: Developed by Seldon, an open-source library focused on machine learning model inspection, explainability, and outlier detection.
