# Sigma: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/sigma

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Account reconciliation](https://www.gane.ai/index/finance/accounting/account-reconciliation/index.md) | 0% | 62 | 0% | 1 |

## What the models said for it

- "Specialized high-volume transactional reconciliation platforms (e.g., Recurly, Kani, Solvexia, Sigma, or dedicated ledger engines)" (Gemini 3.5 Flash, Account reconciliation)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- dynamicbusiness.com: 1
- fusiontaxes.com: 1
- gbq.com: 1
- kanipayments.com: 1
- kognitos.com: 1
- maillie.com: 1
- medium.com: 1
- ouryclark.com: 1
- prophix.com: 1
- solvexia.com: 1

### Pages cited

- https://dynamicbusiness.com/featured/tech-tuesday/tech-tuesday-meet-the-software-thats-making-month-end-obsolete.html: 1
- https://fusiontaxes.com/thought-leadership/blog/netsuite-deprecated-bank-reconciliation: 1
- https://gbq.com/resources/avoiding-bank-reconciliation-pitfalls-common-mistakes-in-modern-accounting: 1
- https://kanipayments.com/blog/5-signs-you-need-automated-reconciliation-software: 1
- https://kognitos.com/blog/automated-reconciliation-software: 1
- https://maillie.com/common-bank-reconciliation-pitfalls-to-watch-for: 1
- https://medium.com/@Xorosoft_Technologies/why-reconciliation-delays-are-a-red-flag-ff9a0ccffe10: 1
- https://ouryclark.com/resources/quick-guide/accounting-software-end-of-life: 1

## In its own words

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

- Positioning: The AI runtime for business (https://sigmacomputing.com/)
- For: teams (https://sigmacomputing.com/)
- Free plan or trial: Free Trial (https://sigmacomputing.com/)
- Certifications: SOC 2 Type II, HIPAA, GDPR
- Customers named: Bilt, Affirm, DoorDash, Workato, Blackstone, Flogistix, Vanta, Conagra

## What it publishes

Every page sigmacomputing.com exposes, read 2026-09-29: 5276 addresses. By kind, pages and the last 90 days:

- blog: 892 pages, 11 in the last 90 days, latest 2026-09-29
- case study: 108 pages, 2 in the last 90 days, latest 2026-09-10
- webinar or virtual event: 209 pages, 0 in the last 90 days, latest 2025-03-13
- conference or event: 55 pages, 0 in the last 90 days, latest 2026-05-01
- report or ebook: 37 pages, 0 in the last 90 days, latest 2025-10-02
- comparison: 61 pages, 3 in the last 90 days, latest 2026-08-25
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 23 pages, 3 in the last 90 days, latest 2026-09-25
- podcast or video: 1 pages, 0 in the last 90 days, latest 2020-06-12
- news or press: 96 pages, 1 in the last 90 days, latest 2026-08-06
- Recent: 2026-09-29 blog: Sigma agents enterprise scale https://www.sigmacomputing.com/blog/sigma-agents-enterprise-scale
- Recent: 2026-09-25 glossary or explainer: What is jev sigma motherduck https://www.sigmacomputing.com/blog/what-is-jev-sigma-motherduck
- Recent: 2026-09-24 blog: Data app https://www.sigmacomputing.com/blog/data-app
- Recent: 2026-09-24 glossary or explainer: What is data reporting https://www.sigmacomputing.com/blog/what-is-data-reporting
- Recent: 2026-09-24 glossary or explainer: What is operational reporting https://www.sigmacomputing.com/blog/what-is-operational-reporting
- Recent: 2026-09-22 blog: Spreadsheet governance https://www.sigmacomputing.com/blog/spreadsheet-governance

## 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.