# Sigma Computing: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/sigma-computing

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Financial reporting and dashboards](https://www.gane.ai/index/finance/planning/financial-reporting-and-dashboards/index.md) | 0% | 96 | 50% | 2 |
| [SaaS metrics and analytics](https://www.gane.ai/index/finance/planning/saas-metrics-and-analytics/index.md) | 0% | 50 | 0% | 2 |

## What the models said for it

- "Consider Sigma" (Perplexity Sonar, Financial reporting)

## And against it

- "Tools like Sigma allow model training on your data" (Grok 4.20, Financial reporting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| 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 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Sigma Computing, from 12 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- basedash.com: 4
- intl.finebi.com: 3
- arr.club: 2
- dualentry.com: 2
- fincen.gov: 2
- guideflow.com: 2
- hubifi.com: 2
- klipfolio.com: 2
- larksuite.com: 2
- maxio.com: 2

### Pages cited

- https://arr.club/: 2
- https://basedash.com/blog/best-subscription-analytics-software-for-stripe-saas-2026: 2
- https://dualentry.com/blog/saas-metrics-dashboard: 2
- https://guideflow.com/blog/financial-analysis-software: 2
- https://hubifi.com/blog/arr-cohort-analysis-guide: 2
- https://intl.finebi.com/en-US/blog/best-dashboard-software: 2
- https://intl.finebi.com/en-US/blog/financial-analytics-software: 2
- https://klipfolio.com/blog/saas-kpis-101: 2

## In its own words

What Sigma Computing's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Sigma is the AI runtime for business. A governed platform where teams build and run AI apps and agents directly on live cloud warehouse data (Snowflake, Databricks, BigQuery, Redshift). (https://www.sigmacomputing.com/product/why-sigma)
- For: teams of all sizes (https://www.sigmacomputing.com/product/why-sigma)
- Free plan or trial: Free Trial (https://www.sigmacomputing.com/product/why-sigma)
- Integrations claimed: 4 (https://www.sigmacomputing.com/product/sigma-for-dashboards)
- Customers named: Seek Data, FalconX, Workato

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.