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Alternatives · BI suites

Sigma alternatives: when the answer is needed this week

Sigma is a cloud analytics and business intelligence platform that works directly on a company's cloud data warehouse. It suits companies that already keep their data in a cloud warehouse such as Snowflake, Databricks or BigQuery. If the question on your desk is why a number moved, and your data arrives as exports, there is a lighter way to answer it.

What Sigma is built for

Sigma is a cloud analytics and business intelligence platform that works directly on a company's cloud data warehouse. Users build workbooks, dashboards and data apps through a spreadsheet-style interface with familiar formulas, and Sigma turns that work into queries that run live in the warehouse. It also supports writeback, approvals and AI-assisted workflows on top of warehouse data.

  • Companies that already keep their data in a cloud warehouse such as Snowflake, Databricks or BigQuery
  • Spreadsheet-literate business teams who want to analyse large tables without learning SQL
  • Teams building interactive data apps with input and writeback on warehouse data

Where it is strong

  • A spreadsheet-style interface with familiar formulas and functions
  • Queries run live in the customer's warehouse, so results reflect current data without a separate copy
  • Sigma Assistant shows its working, including the SQL it ran, and can open answers in a workbook for further analysis

In figures

  • Sigma was founded in 2014 by Jason Frantz and Rob Woollen and is headquartered in San Francisco. 1
  • Sigma launched its cloud analytics service in 2018. 1
  • Sigma reports more than 1,900 organisations building on its platform. 2
  • Sigma requires a connection to a supported data warehouse and queries it live. 3
  • Sigma Assistant writes SQL behind the scenes, and users can view that SQL from the response details. 4
  • Sigma's AI features can use a model hosted in the customer's data platform or an external provider such as OpenAI or Azure OpenAI. 5

Why some teams look for an alternative

None of these is a fault in Sigma. They are situations where a team needs something narrower, sooner or lighter than what it is built to do.

The situationHow Covirage approaches it
It assumes a loaded cloud warehouseCovirage reads the exports you already have; no warehouse is needed
Pricing combines licence tiers and usage credits, and heavy use draws on warehouse computeThree tiers on one sheet, with set up included
The assistant needs an AI provider configured by an administratorThe assistant works as soon as your file is loaded
The assistant writes and runs SQLCovirage's AI model chooses from measures our tools compute; it never writes a query or does the arithmetic

Sigma and Covirage at a glance

SigmaCovirage
Built forCompanies that already keep their data in a cloud warehouse such as Snowflake, Databricks or BigQuery; Spreadsheet-literate business teams who want to analyse large tables without learning SQLThe person waiting for the answer: one desk, then the next
How it gets dataSigma requires a connection to a supported data platform and queries it live: Snowflake, BigQuery, Redshift, Databricks, PostgreSQL, AlloyDB, MySQL, Azure SQL Database, Starburst, and SQL Server 2022 or Azure SQL Managed Instance. Sigma sends queries over that connection and works with the result sets returned, rather than holding its own copy of the data.Files and sheets now; scheduled delivery by API, S3, Azure, SFTP or email on Business; connections built with your team on Enterprise
Needs before the first answerA supported cloud data warehouse or database, already loaded with the data to analyse; A connection from Sigma to that warehouse, with permissions set up by an administrator; Published data models or curated sources for Sigma Assistant to choose fromThe exports your systems already produce. No warehouse, no modelling language, no data team
Typical setupNot publishedMinutes on a file you already export; set up for you within a week
AISigma Assistant answers natural-language questions by selecting a data source from the warehouse tables, published data models and curated sources the user can access, writing and running SQL, and returning charts, tables or written insights. Users can view the SQL and the steps it took, and open results in a workbook. Assistant, the formula assistant and 'Explain this chart' need an AI provider: a model hosted in the customer's data platform (such as Snowflake Cortex or Databricks) or an external provider such as OpenAI or Azure OpenAI.The AI model chooses a measure and writes the explanation; our tools do the arithmetic and check every total
Published pricingSigma does not publish prices. A third-party guide from July 2026 describes four licence tiers (View, Act, Analyze and Build) plus usage credits for selected billable events, sold through sales quotes. A free trial is available.Three tiers on one sheet, shared in a conversation
Getting data outWorkbook data can be downloaded or exported on demand or on a schedule as CSV, Excel, JSON, PDF or PNG, to email, Google Sheets, Google Drive, Slack, Teams or cloud storage. Most exports are limited to 1 million rows; exports to cloud storage are not. Because Sigma queries the customer's own warehouse, the underlying data already sits outside Sigma.Export every table as a workbook or JSON at any time

Where Sigma fits best

  • Companies that already keep their data in a cloud warehouse such as Snowflake, Databricks or BigQuery
  • Spreadsheet-literate business teams who want to analyse large tables without learning SQL
  • Teams building interactive data apps with input and writeback on warehouse data

Where Covirage fits best

  • You need one desk's recurring question answered, not a reporting estate
  • Your data arrives as exports and there is no warehouse or data model yet
  • Nobody on the team writes the tool's measures or maintains the model
  • You want "why" answered with a bridge that sums, not a dashboard to interpret

Many teams use both: Sigma for what it is built for, and Covirage for the recurring question a desk would otherwise hand to an analyst.

Questions about Sigma alternatives

Sigma feels like a spreadsheet. Does Covirage?

No. Sigma gives spreadsheet users the warehouse. Covirage replaces the spreadsheet work for a recurring question: the bridge, the variance and the list of owners are computed for you, and any table exports back to a workbook.

Is Covirage a replacement for Sigma?

Sometimes, and often not. Sigma is built for companies that already keep their data in a cloud warehouse such as Snowflake, Databricks or BigQuery. Covirage answers one desk's questions from the files that desk already exports, set up for you in a week. Many teams keep Sigma for what it is built for and use Covirage for the question it would otherwise leave to an analyst.

Does Covirage connect to the same systems?

It starts with the exports those systems already produce: files and sheets now, scheduled delivery by API, S3, Azure, SFTP or email on Business, and connections built with your team on Enterprise. We never hold credentials to your systems.

Does the AI in Covirage calculate the figures?

No. The AI model chooses which measure answers the question and writes the explanation. Our tools do the arithmetic, and every total is checked before it is shown. If a question needs a measure we do not have, the assistant says so.

See it on your own data

Bring an export you already produce. The data map opens next, every column mapped once, and the first question is answered in minutes. Free, in your browser, no account. Or talk to us and we will set it up for you.

Sources

Facts about other products on this page were checked on 24 September 2026 from the pages below. Product names are trademarks of their owners, used here only to identify them. Covirage is not affiliated with, endorsed by or sponsored by any of them. If something here is out of date, tell us and we will correct it.

  1. Sigma (analytics company) - Wikipedia
  2. Our Mission and Journey - Sigma
  3. Connect to data sources - Sigma Documentation
  4. Ask natural language queries with Sigma Assistant - Sigma Documentation
  5. Configure AI features for your organization - Sigma Documentation
  6. Download and export limitations - Sigma Documentation
  7. Sigma Computing Pricing 2026: Licenses, Credits & Costs - Luzmo