Alternatives to Sigma
Cloud BI platform with a spreadsheet interface that queries live warehouse data
Sigma ranks #6 of 8 in Business intelligence, with an Alt Score of 78. It is proprietary and available on the web. 12 of 12 checklist rows are verified against a public source.
Sigma is a business intelligence and analytics platform that runs directly on cloud data warehouses such as Snowflake, Databricks, BigQuery, and Redshift, with no data extracts. Users build with a spreadsheet-style interface, SQL, or Python, and Sigma compiles those actions into warehouse-native SQL. It is a fully vendor-hosted SaaS product sold under a usage-based (credit) pricing model.
Organizations already running a cloud data warehouse that want self-service BI, embedded analytics, or AI-driven data apps for analysts, business users, and end customers without moving data out of the warehouse.
A hosted workspace with spreadsheet-style workbooks, a SQL/Python editor, governed data models with reusable metrics, row- and column-level security, scheduled/conditional exports and alerts, secure and public embedding, and SSO/SCIM administration.
Users build in a spreadsheet UI, custom SQL, or Python; Sigma compiles these actions into optimized SQL that executes live against the connected warehouse and returns results to the browser, with governance enforced at the warehouse boundary via warehouse roles and OAuth.
Where Sigma stands out
Verified capabilities most alternatives don't have.
Why people leave Sigma
Dashed reasons are sourced facts; the rest are opinions. Vendors can dispute.
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Ranked alternatives
Ordered by Alt Score. Click any score to see the breakdown.
Lightdash is a business intelligence platform that reads metrics and dimensions from a connected dbt project (or standalone Lightdash YAML) so teams define logic once and reuse it across dashboards, a.
Apache Superset is an open-source business intelligence web application for data exploration and visualization, developed as an Apache Software Foundation project under the Apache License 2.0.
Metabase is an open-source business intelligence platform for querying databases, building dashboards, and self-service data exploration via a visual query builder or SQL editor.
Power BI is Microsoft's business analytics platform for connecting to data, modeling it into semantic models, and building reports and dashboards shared through the Power BI service, Power BI Desktop,.
Looker is Google Cloud's business intelligence platform for exploring, sharing, and visualizing company data through a governed semantic layer written in LookML.
Tableau is a data visualization and business intelligence platform from Salesforce for connecting to data, building interactive dashboards with drag-and-drop tools or custom SQL, and sharing them via.
Feature comparison
Rows come from the Business intelligence checklist (16 rows). Human-verified cells only. ? means the value has not been verified.
| Business intelligence checklist | Sigma | Lightdash | Apache Superset | Metabase | Microsoft Power BI | Looker |
|---|---|---|---|---|---|---|
| Pricing model | ||||||
| Starts at | ||||||
| License | ||||||
| Platforms | ||||||
| Self-hostable | ||||||
| Open source | ||||||
| SQL editor | ||||||
| No-code query builder | ||||||
| Scheduled report delivery | ||||||
| Embedded analytics | ||||||
| Row-level security | ||||||
| Data alerts | ||||||
| Semantic layer | ||||||
| Git version control | ||||||
| SSO (SAML/OIDC) | ||||||
| Free tier |
Every fact and feature listed for Sigma is verified against its own pages. Each alternative is sourced on its own page.
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License Proprietary verified 2026-08-03https://www.sigmacomputing.com/legal/msa
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Pricing model Usage-based verified 2026-08-03https://help.sigmacomputing.com/docs/about-billable-usage-events
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Platforms Web verified 2026-08-03https://www.sigmacomputing.com/product/architecture
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Status active verified 2026-08-03https://help.sigmacomputing.com/changelog/2026-07-31
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Self-hostable No verified 2026-08-03https://www.sigmacomputing.com/legal/security-policy
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Open source No verified 2026-08-03https://www.sigmacomputing.com/legal/msa
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SQL editor Yes verified 2026-08-03https://help.sigmacomputing.com/docs/write-custom-sql
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No-code query builder Yes verified 2026-08-03https://www.sigmacomputing.com/product/architecture
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Scheduled report delivery Yes verified 2026-08-03https://help.sigmacomputing.com/docs/send-or-schedule-workbook-exports
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Embedded analytics Yes verified 2026-08-03https://help.sigmacomputing.com/docs/intro-to-embedded-analytics
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Row-level security Yes verified 2026-08-03https://help.sigmacomputing.com/docs/set-up-row-level-security
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Data alerts Yes verified 2026-08-03https://help.sigmacomputing.com/docs/schedule-a-conditional-export-or-alert
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Semantic layer Yes verified 2026-08-03https://help.sigmacomputing.com/docs/about-metrics
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Git version control No verified 2026-08-03https://help.sigmacomputing.com/docs/workbook-versions-and-version-history
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SSO (SAML/OIDC) Yes verified 2026-08-03https://help.sigmacomputing.com/docs/single-sign-on-with-saml
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Free tier Yes verified 2026-08-03https://help.sigmacomputing.com/docs/sigma-public
FAQ
Yes. Apache Superset, Microsoft Power BI and Tableau have a free tier or are fully free. Free-tier limits in the comparison table are verified and dated.
Lightdash, Apache Superset and Metabase — every license claim links its source.