# Sigma: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 21 judge labels across 3 categories by 10 of 12 models. Page: https://gtm-ai-index.com/vendors/sigma/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Dashboards and data visualization | 0% | 10 | 6% | 18 |
| Data warehouse and reverse ETL for marketing | 0% | 43 | 0% | 2 |
| Customer intelligence and data science | 0% | 83 | 0% | 1 |

## What the models said for it

- "Sigma Computing \u2014 spreadsheet-style analytics for teams that live in Excel but need cloud-scale data." (DeepSeek V4 Flash, BI & dashboards)
- "*Best for:* Companies with a cloud warehouse (Snowflake, BigQuery, Databricks) who want *real* self-service." (Gemini 3.5 Flash, BI & dashboards)
- "Spreadsheet power users | Sigma Computing | Familiar interface, warehouse-native" (Kimi K2, BI & dashboards)
- "Spreadsheet-native cloud BI with embedded analytics and custom mid-market pricing." (Llama 4 Maverick, BI & dashboards)

## And against it

- "Unpredictable Compute Bills... High concurrency can spike your cloud bill unexpectedly" (Qwen 3.7 Flash, BI & dashboards)

## The company

SIGMA COMPUTING; https://www.sigmacomputing.com/; San Francisco. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.