Open source focus

Open Source Alternatives to Heap

12 open source Business Intelligence options similar to Heap, ranked by named competitors first, sector overlap, and our 0-100 AI-readiness score. Every company listed publishes its source: each one carries an open source sector tag and a public GitHub repository.

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Databricks
Not rated
A unified data analytics and AI platform built on the lakehouse architecture.
Open source · Self-hostable
Dremio
Not rated
Self-service analytics on data lakes with data warehouse functionality and data lake flexibility.
Open source · Self-hostable
Firebolt
Not rated
Cloud data warehouse for building next-gen analytics experiences with sub-second performance, designed for engineers and AI agents.
Open source
ClickHouse
Not rated
An open-source, column-oriented OLAP database management system for real-time analytics.
Open source · Self-hostable
Metabase
Not rated
Open-source business intelligence and embedded analytics platform.
Open source · Self-hostable
Vanna AI
Not rated
An open-source AI-powered SQL agent for natural language database interaction and data insights.
Open source · Self-hostable
Countly
Not rated
Product analytics and customer engagement platform built on an open-source, self-hosted foundation.
Open source · Self-hostable
Kestra
Not rated
An open-source orchestration platform for unifying data pipelines, AI workflows, and business processes.
Open source · Self-hostable
Polars
Not rated
An open-source, high-performance DataFrame library for Rust and Python, designed for efficient data manipulation and analysis.
Open source · Self-hostable
AG
Agent4Rec
Not rated
Simulates 1,000 LLM-powered agents for diverse movie recommendation preferences.
Open source
Superset LLC
Not rated
An open-source data visualization and exploration platform for business intelligence.
Open source
KoBoToolbox
Not rated
Open-source platform for data collection and analysis in humanitarian and development contexts.
Open source · Self-hostable

Company	License	Founded	Rating	Reviews
DatabricksA unified data analytics and AI platform built on the lakehouse architecture.	Open source · Self-hostable	-	Not rated	-
DremioSelf-service analytics on data lakes with data warehouse functionality and data lake flexibility.	Open source · Self-hostable	-	Not rated	-
FireboltCloud data warehouse for building next-gen analytics experiences with sub-second performance, designed for engineers and AI agents.	Open source	-	Not rated	-
ClickHouseAn open-source, column-oriented OLAP database management system for real-time analytics.	Open source · Self-hostable	-	Not rated	-
MetabaseOpen-source business intelligence and embedded analytics platform.	Open source · Self-hostable	-	Not rated	-
Vanna AIAn open-source AI-powered SQL agent for natural language database interaction and data insights.	Open source · Self-hostable	-	Not rated	-
CountlyProduct analytics and customer engagement platform built on an open-source, self-hosted foundation.	Open source · Self-hostable	-	Not rated	-
KestraAn open-source orchestration platform for unifying data pipelines, AI workflows, and business processes.	Open source · Self-hostable	-	Not rated	-
PolarsAn open-source, high-performance DataFrame library for Rust and Python, designed for efficient data manipulation and analysis.	Open source · Self-hostable	-	Not rated	-
AGAgent4RecSimulates 1,000 LLM-powered agents for diverse movie recommendation preferences.	Open source	-	Not rated	-
Superset LLCAn open-source data visualization and exploration platform for business intelligence.	Open source	-	Not rated	-
KoBoToolboxOpen-source platform for data collection and analysis in humanitarian and development contexts.	Open source · Self-hostable	-	Not rated	-