insights is queued for analysis. Crawling candidates and ranking them takes a few minutes. This page updates itself when the list exists — you can also come back later.
What is known so far comes from the other direction:
These projects were analysed and named insights among their alternatives. The relationship is not symmetric — how insights rates them is a separate judgement, made when insights is analysed in its own right.
calls insights “Python/AGPL choice when your data already lives in Frappe or ERPNext and you want native integration.”
The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
calls insights “Choose if you already run Frappe/ERPNext and want BI embedded in that low-code framework.”
Apache Superset is a Data Visualization and Data Exploration Platform
calls insights “Choose it when you are already on the Frappe framework and want native BI dashboards instead of Redash's standalone Python app.”
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
calls insights “End-user BI tool tied to Frappe/ERPNext; pick it for built-in Frappe dashboards without semantic-layer or LLM text-to-SQL.”
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.