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Index › GTM › Products › Sigma · November 2026 Edition
2 categories · Ranked

Sigma

Sigma is an analytics and business intelligence product that lets teams work with data stored in cloud data warehouses such as Snowflake and Databricks through a spreadsheet-like interface and dashboards · sigmacomputing.com ↗

#12Best rank (mid-market)
13/14Models named it
0First choices
5Warnings
November 2026 Edition · all company sizes counted.
Ranked inDashboards and data visualization #12 mid-marketData warehouse and reverse ETL for marketing #36

Why models recommend it

“consider it if you have a modern cloud warehouse and want spreadsheet-oriented exploration directly on warehouse data”GPT-6 Luna · Scale-constrained question · alternative
“Choose Sigma when business users prefer spreadsheets but the organization wants warehouse-based governance.”Perplexity Sonar · Comparative question · alternative
“Emerging options for spreadsheet-like BI (Sigma)... often more affordable for growing companies.”Grok 4.20 · Scale-constrained question · alternative
“look at lighter tools like Sigma Computing, Hex, or ThoughtSpot to avoid legacy limitations”Grok 4.20 · Negative question · alternative

What gives them pause

“Sigma, Looker, Amazon Quick Sight and Qlik's agentic features are commonly flagged for extra due diligence.”Muse Glimmer 30B · Negative question · warning

Also on the shortlist

The products named in the same answers as Sigma, over the 39 answers that named it, and how often each was the first choice instead.

ProductNamed togetherPicked instead
Looker
381View →
Tableau
352View →
Microsoft Power BI
3415View →
ThoughtSpot
220View →
Metabase
192View →
Qlik Sense
170View →
Hex
90View →
Domo
80View →
Hightouch
66View →
Snowflake
64View →

What the models named instead of Sigma →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Sigma's own site, not checked by Gane.

For
teams
Free plan or trial
Free Trial
Certifications
SOC 2 Type II, HIPAA, GDPR
Customers named
Bilt, Affirm, DoorDash, Workato, Blackstone, Flogistix, Vanta, Conagra
Headquarters
San Francisco
Visit sigmacomputing.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Sigma came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 27 of the 39 answers that named Sigma and are not a share of its labels.

Domains cited

basedash.com9
microsoft.com8
thoughtspot.com6
aboutmartech.com5
datachannel.co5
sigmacomputing.comIts own site5
gooddata.ai4
integrate.io4
preset.io4
qlik.com4

Forty-nine of the fifty-four domain citations in answers naming Sigma came from a third party's page.

Pages cited

microsoft.com/en-us/power-platform/products/power-bi/topics/business-intelligence/business5
basedash.com/blog/bi-tool-security-features-by-plan-sso-scim-rls-audit-logs-20264
datachannel.co/blogs/top-reverse-etl-tools-20244
aboutmartech.com/blog/modern-marketing-data-stack-revops3
basedash.com/blog/ai-data-privacy-in-bi-tools-models-training-retention-permissions-20263
datachannel.co/blogs/top-reverse-etl-tools3
hevodata.com/etl-tools/reverse-etl3
microsoft.com/en-us/power-platform/products/power-bi/pricing3

Pages are listed as the models cited them.

By model

How each model answered on Sigma across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500101
GPT-5.4 mini01001
Gemini 3.5 Flash01203
Perplexity Sonar01102
Grok 4.2002204
Mistral Small01001
DeepSeek V4 Flash01001
Llama 4 Maverick00101
Qwen 3.7 Flash01001
Kimi K201001
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna02002
Muse Glimmer 30B00112

What it publishes

Addresses on sigmacomputing.com
5,276
subdomains included
Content
1,486
counted in the table below
Documentation
3,601
Product · Integration
37 · 59
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog892112026-09-29BI & dashboards
Webinar or virtual event20902025-03-13
Case study10822026-09-10
News or press9612026-08-06
Comparison6132026-08-25
Conference or event5502026-05-01
Report or ebook3702025-10-02
Glossary or explainer2332026-09-25
Template or tool4undated
Podcast or video102020-06-12

Most recent

Events in person

Announced as of September 28, 2026
The twelve months before September 28, 2026

As the event pages on sigmacomputing.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page sigmacomputing.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.