3 categories · RankedSigma
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 ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Metabase is first at 34%.
Metabase is first at 30%. 0 of 14 models made it the first choice when asked directly.
Sisense is first at 30%.
Why models recommend it
“Worth evaluating if customers need spreadsheet-like exploration and your data is already in a cloud warehouse”GPT-6 Luna · Paraphrase question · alternative
“Particularly effective for finance, operations, and other spreadsheet-oriented users”Perplexity Sonar · Direct question · alternative
“Sigma is best for mid-market SaaS products that want a turnkey embedded solution”Claude Haiku 4.5 · Direct question · alternative
“evaluate Sigma if you want richer customer self-service”GPT-6 Luna · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Sigma, over the 20 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 13 | 2 | View → | |
| 11 | 3 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 1 | View → | |
| 8 | 1 | View → | |
| 7 | 2 | View → | |
| 7 | 0 | View → |
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
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
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 19 of the 20 answers that named Sigma and are not a share of its labels.
Domains cited
Fifty-four of the fifty-four domain citations in answers naming Sigma came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 892 | 11 | 2026-09-29 | Observability | |
| Webinar or virtual event | 209 | 0 | 2025-03-13 | ||
| Case study | 108 | 2 | 2026-09-10 | ||
| News or press | 96 | 1 | 2026-08-06 | ||
| Comparison | 61 | 3 | 2026-08-25 | ||
| Conference or event | 55 | 0 | 2026-05-01 | ||
| Report or ebook | 37 | 0 | 2025-10-02 | ||
| Glossary or explainer | 23 | 3 | 2026-09-25 | ||
| Template or tool | 4 | undated | |||
| Podcast or video | 1 | 0 | 2020-06-12 |
Most recent
- 2026-09-29Sigma agents enterprise scale blog
- 2026-09-25What is jev sigma motherduck glossary or explainer
- 2026-09-24Data app blog
- 2026-09-24What is data reporting glossary or explainer
- 2026-09-24What is operational reporting glossary or explainer
- 2026-09-22Spreadsheet governance blog
Events in person
- September 29, 2026Snowflake World TourMetro Toronto Convention Centre, Toronto · exhibits
- September 29, 2026Snowflake World TourSTATION Berlin, Berlin · exhibits
- September 30, 2026Snowflake World TourExcel London, London · exhibits
- October 5, 2026Snowflake World TourHyatt Regency Chicago, Chicago · exhibits
- October 15, 2026Snowflake World TourJavits North, New York · exhibits
- October 15, 2026Snowflake World TourPalais des Congrès Paris, Paris · exhibits
- October 27, 2026Snowflake World TourRotterdam Ahoy, Rotterdam · exhibits
- September 22, 2026Snowflake World TourHyatt Regency Dallas, Dallas · exhibited
- September 3, 2026Snowflake World TourNZICC, Auckland · exhibited
- August 14, 2026Snowflake World TourICC Sydney, Sydney · exhibited
- August 14, 2026Snowflake World Tour3Arena, Stockholm · exhibited
- June 16, 2026Tech Industry Reception at Rivian ShowroomRivian Showroom · hosted
- June 16, 2026Cross Industry Happy Hour at La MarLa Mar · hosted
- June 15, 2026 to June 18, 2026Databricks Data and AI Summit 2026San Francisco, US · exhibited
- June 15, 2026Summit Happy Hour at Roka AkorRoka Akor · hosted
- June 15, 2026All in on AI. All in on Context. at Minna GalleryMinna Gallery · hosted
- June 4, 2026The Builder's Guide to Sigma AI Apps: Workflows, Cortex Agents and AI FunctionsSan Francisco · spoke
- June 3, 2026The SaaSpocalypse: Why Sigma and Snowflake Win the Next DecadeSan Francisco · spoke
- June 3, 2026How Sigma Makes Snowflake AI Safe and Scalable for Every Business UserSan Francisco · spoke
- June 3, 2026The Builder's Guide to Sigma AI Apps: Workflows, Cortex Agents and AI FunctionsSan Francisco · spoke
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.