What AI says about Panel

AI mentioned Panel in <1% of answers about Panel and its rivals in the week of Sep 21.

Data as of Sep 29, 2026 · Based on 1,225 AI responses · See how Parse measures this

Panelpanel.holoviz.org

Panel is an open-source Python library for building data exploration tools, dashboards, and complex web applications entirely within Python.

Mentioned in

<1%No change

of AI answers about Panel and its rivals. Week of Sep 21

How AI describes Panel

“Panel by HoloViz shines if you have complex, multi-widget data layouts”

Google AI ModeSep 22, 2026

AI rates Panel worse than rivals on ease of use

AttributeWorse than rivalsBetter than rivals

ease of useToo few answers compare Panel on ease of use to print a share. Includes “learning curve”.

Worse than rivalsBetter than rivals

Mentioned in
7% · 1 engine
Excerpts where Panel appeared in the AI's answer
Google AI Mode Google AI Mode
Panel by HoloViz shines if you have complex, multi-widget data layouts

Mentioned in

Holovizparent—

AI mentioned Panel in <1% of answers about Panel and its rivals in the week of Sep 21.

Panel is a product of Holoviz.