Cube vs Rill
On the evidence we track, Cube leads this comparison with a composite score of 75/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for bi software. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Cube
LeaderA modern analytics platform that combines a semantic layer with dashboard, workbook, and conversational AI interfaces to serve teams and autonomous agents. Users query data through dashboards, natural language chat, or APIs, while the semantic layer ensures consistent metric definitions and business logic across all tools and workflows.
Rill
A business intelligence tool designed for both AI agents and human users, built on OLAP engines like ClickHouse and DuckDB. It uses code-driven configuration (YAML and SQL), provides a semantic layer for consistent metric definitions, supports conversational queries in natural language, and includes interactive dashboards with row-level access control.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Cube
LeaderFrom $40/developer/month; free tier available
- FreeFree
- Connect any data source
- Model in semantic layer IDE
- Explore data in workbooks
- Publish workbooks as dashboards
- Semantic model agent
- +2 more
- Starter$40/developer/month
- Everything in Free
- Extended limits on agents
- Use premium LLMs
- Unlimited workbooks
- Extended query limit
- +6 more
- Premium$80/developer/month + $20/explorer/month
- Everything in Starter
- Explorer role
- Viewer role
- Embedded dashboards
- Embedded analytics chat
- +7 more
- EnterpriseContact sales
- Everything in Premium
- 99.990% Uptime SLA
- Dedicated single-tenant installation
- Bring Your Own Cloud (BYOC)
- Bring Your Own LLM (BYOLLM)
- +3 more
Rill
From $20/seat/month. Free tier with $250 credit. Hybrid seat + usage-based pricing
- Starter$20/seat/month + $0.15/compute unit-hour
- Platform access
- Unlimited dashboards, reports, alerts
- Embedded analytics (previews only)
- Agentic analytics (1M tokens/seat/month)
- API access (2,500 calls/seat/month, $0.01/call overage)
- +3 more
- Growth$30/seat/month + $500/month embedded + $0.20/compute unit-hour
- Platform access
- Unlimited dashboards, reports, alerts
- Embedded analytics ($500/month up to 100 active seats)
- Agentic analytics (2M tokens/seat + 200k/embedded)
- API access (5,000 calls/seat + 500/embedded, $0.01/call overage)
- +6 more
- EnterpriseContact sales
- Platform access (unlimited seats)
- Unlimited dashboards, reports, alerts
- Embedded analytics (unlimited active seats)
- Agentic analytics (custom quota)
- API access (custom quota)
- +3 more
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- Okta
- ChatGPT
- Cursor
- ClickHouse
Cube
Leader- Notion
- Linear
- Sentry
- Attio
- Google Sheets
- Excel
- dbt
- Power BI
- Slack
- Claude
- Snowflake
- Databricks
- BigQuery
- Presto
- Amazon Athena
- Postgres
- Tableau
Rill
- Claude Code
- S3
- Google Cloud Storage
- ClickHouse Cloud
- DuckDB
- MotherDuck
- Druid
- Pinot
- Google SSO
- Microsoft SSO
- SAML
- GCS
Cube or Rill: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.