Cube
7.9#2 in data transformation toolsFrom $40 a monthFree planWebAPILinuxSelf-hosted
VisitCube vs Ibis
What both publish
| Fact | Cube | Ibis |
|---|---|---|
| Integrations | Listed data sources include Snowflake, BigQuery, Redshift, Databricks, ClickHouse, PostgreSQL, MySQL, MongoDB, Trino, Presto and AWS Athena. | The documented Python data integrations include pandas and Polars, with visualization tools such as matplotlib, seaborn, Plotly, Vega-Altair and plotnine. |
| Product | Cube is an agentic analytics platform built on a semantic layer for business users and AI agents. | Ibis is a portable Python dataframe library that provides one API for more than 20 data backends. |
| Security | Cube states that data is encrypted at rest, API access uses token-based security, and application traffic is encrypted over SSL/TLS 1.2. | The reviewed official pages do not state security certifications or compliance claims. |
Cube plans
- FreeFree
- Starter$40 a month
- Premium$80 a month
- EnterprisePriced on request
Ibis plans
- Open sourceFree
Pick Cube if…
Cube suits teams building internal BI or embedded analytics that need governed business definitions shared across dashboards, applications, and AI agents. It also fits teams that want a free starting plan or cloud deployment choices.
Pick Ibis if…
Ibis suits Python practitioners and organizations that want a common dataframe interface across query engines. It may also interest data platform and library developers working with multiple backends.