# SAP Analytics Cloud: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sap-analytics-cloud

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Dashboards and data visualization](https://www.gane.ai/index/gtm/gtm-data/dashboards-and-data-visualization/index.md) | 0% | 20 | 17% | 6 |

## What the models said for it

- "Modernize toward SAP Analytics Cloud (if you're firmly in SAP ecosystem)" (DeepSeek V4 Flash, BI & dashboards)

## And against it

- "Enterprise-heavy with integration limits outside SAP; complaints about rigidity and cost." (Grok 4.20, BI & dashboards)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named SAP Analytics Cloud, from 21 of the 22 answers that named it (only the models that return a source list).

### Domains cited

- cio.com: 10
- linkedin.com: 8
- thoughtspot.com: 7
- softwareadvice.com: 6
- improvado.io: 5
- qlik.com: 5
- holistics.io: 4
- techtarget.com: 4
- basedash.com: 3
- business.udemy.com: 3

### Pages cited

- https://cio.com/article/222558/top-business-intelligence-bi-tools.html: 10
- https://improvado.io/blog/enterprise-business-intelligence-software-solutions: 5
- https://softwareadvice.com/bi: 5
- https://thoughtspot.com/data-trends/business-intelligence/bi-tools-comparison: 5
- https://linkedin.com/posts/royalresearch_businessintelligence-powerbi-tableau-activity-7431936281456230401-h_kH: 4
- https://basedash.com/blog/top-business-intelligence-tools-in-2026-the-complete-guide: 3
- https://dupple.com/blog/top-business-intelligence-tools: 3
- https://linkedin.com/pulse/power-bi-vs-tableau-looker-qlik-which-tool-wins-2026-deep-swetha-s-sqdoc: 3

## The company

SAP; https://www.sap.com/; Walldorf, Germany; founded 1972; about 106,043 employees (2023); public, SAP on Italian Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: cloud analytics technology enables data visualization and improved business intelligence (https://www.sap.com/products/a-z.html)

## Record

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