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LiME vs SHAP: what AI says | Parse

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LiME
vs SHAP

LiMEvs SHAP

LiME vs SHAP: what AI says

Based on 6 AI claims comparing the twoReviewed by Dimitry Apollonsky · Oct 5, 2026

See how Parse measures this

Which brand does AI favour?Answers collected Jun 20 – Sep 25, 2026

LiME favoured0%Neither favoured33%SHAP favoured67%

Where each brand stands out

Compared on	AI favours	Share of claims
Reliability	SHAP	100%
Target audience	SHAP	100%

LiME

#20 in Explainable AI & Model Monitoring Platforms

1%Mentioned in · since Jul 5

vs

SHAP

=1 in Explainable AI & Model Monitoring Platforms

<1%Mentioned in · since Jul 5

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Sources cited in the comparisons

These bars show which brand AI favours in claims citing each source.

LiME favouredNeither favouredSHAP favoured

arxiv.org (opens in a new tab)
medium.com (opens in a new tab)
towardsdatascience.com (opens in a new tab)
github.com (opens in a new tab)
ai.plainenglish.io (opens in a new tab)
aisecurityandsafety.org (opens in a new tab)
analyticsvidhya.com (opens in a new tab)
comet.com (opens in a new tab)

Questions comparing LiME and SHAP

What is the best tool for explaining black-box model predictions to non-technical stakeholders?
I need a tool for explaining black-box model predictions that can generate easy-to-understand reports for stakeholders.

Related comparisons

InterpretMLvsSHAP
LiMEvsInterpretML
LIMEvsSHAP
LiMEvsSHAP Documentation

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