Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Ibis is an open-source Python dataframe library that provides a unified API for over 20 backends, including DuckDB, Polars, and DataFusion. It enables users to iterate locally with fast performance and deploy remotely by changing a single line of code.
Sources
reddit.com shapes more of what AI says about Ibis than any other source, at 18% of its citations.
facebook.com · findabed.info · forum.trustedhousesitters.com · goworldtravel.com
The market map
Travel Planning & Accommodation Platforms →Where AI ranks Ibis