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

Gane Index, November 2026 Edition. Named in 32 judge labels across 3 categories by 13 of 14 models. Page: https://www.gane.ai/index/finance/vendors/sap-analytics-cloud

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Corporate performance management](https://www.gane.ai/index/finance/planning/corporate-performance-management/index.md) | 0% | 18 | 12% | 24 |
| [FP&A platforms](https://www.gane.ai/index/finance/planning/fpa-platforms/index.md) | 0% | 86 | 60% | 5 |
| [Financial reporting and dashboards](https://www.gane.ai/index/finance/planning/financial-reporting-and-dashboards/index.md) | 0% | 36 | 0% | 3 |

## What the models said for it

- "Another strong contender, SAP Analytics Cloud provides data connectivity, preparation, and modeling" (Mistral Small, Corporate performance ma)
- "Starts relatively low for what it offers (data modeling, connectivity, planning, and analytics)." (Grok 4.20, Corporate performance ma)
- "If you're a SAP S/4HANA user: SAP EPM or CCH Tagetik (for regulatory focus) are strong choices." (GLM 4.7 FlashX, Corporate performance ma)
- "Choose Oracle/SAP if you're in their ERP ecosystem and need depth in financials." (Grok 4.20, Corporate performance ma)

## And against it

- "Platforms in this risk zone (for SMB / Mid-Market): Full-scale Oracle Cloud EPM, SAP Analytics Cloud / S/4HANA Group Reporting" (Gemini 3.5 Flash, Corporate performance ma)
- "High Total Cost of Ownership (TCO): Implementation often costs 2× to 4× the license fee" (Gemini 3.5 Flash, FP&A platforms)
- "when you are a small or mid-sized finance team without dedicated model administrators" (Perplexity Sonar, FP&A platforms)
- "they offer strong FP&A modules but are more ERP-tied" (Grok 4.20, FP&A platforms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 3 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 2 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named SAP Analytics Cloud, from 111 of the 129 answers that named it (only the models that return a source list).

### Domains cited

- softwaresuggest.com: 41
- cfoshortlist.com: 38
- onestream.com: 36
- selecthub.com: 35
- github.com: 30
- g2.com: 25
- board.com: 24
- anaplan.com: 20
- appsruntheworld.com: 19
- prophix.com: 18

### Pages cited

- https://softwaresuggest.com/enterprise-performance-management-software: 37
- https://github.com/ishandutta2007/Awesome-Enterprise-Performance-Management-EPM/blob/main/README.md: 26
- https://selecthub.com/c/epm-software: 23
- https://board.com/guide/best-fpa-software-for-enterprises: 18
- https://onestream.com/blog/best-epm-software: 17
- https://softclouds.com/assets/images/industries/uploads/the-ultimate-guide-to-epm.pdf: 17
- https://softwareconnect.com/roundups/best-epm-software: 16
- https://appsruntheworld.com/top-10-epm-software-vendors-and-market-forecast: 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)

## What it publishes

Every page sap.com exposes, read 2026-09-29: 20663 addresses. By kind, pages and the last 90 days:

- blog: 677 pages, 0 in the last 90 days, latest undated
- case study: 29 pages, 0 in the last 90 days, latest 2023-10-01
- webinar or virtual event: 10 pages, 0 in the last 90 days, latest undated
- conference or event: 146 pages, 0 in the last 90 days, latest 2026-05-01
- report or ebook: 98 pages, 0 in the last 90 days, latest 2025-04-01
- comparison: 21 pages, 0 in the last 90 days, latest undated
- template or tool: 13 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 183 pages, 0 in the last 90 days, latest 2023-08-01
- podcast or video: 2 pages, 1 in the last 90 days, latest 2026-09-24
- news or press: 1797 pages, 92 in the last 90 days, latest 2026-09-28
- Recent: 2026-09-28 news or press: Submissions officially open 2027 sap innovation awards https://news.sap.com/2026/09/submissions-officially-open-2027-sap-innovation-awards/
- Recent: 2026-09-28 news or press: Coming soon customer influence feedback experience https://news.sap.com/2026/09/coming-soon-customer-influence-feedback-experience/
- Recent: 2026-09-28 news or press: Sap nvidia openshell auditable ai agents enterprise systems https://news.sap.com/2026/09/sap-nvidia-openshell-auditable-ai-agents-enterprise-systems/
- Recent: 2026-09-28 news or press: Sap connect 2026 media analyst program https://news.sap.com/press-room/sap-connect-2026-media-analyst-program/
- Recent: 2026-09-24 news or press: Sap apphaus network partner bluestonex builds the bridge https://news.sap.com/2026/09/sap-apphaus-network-partner-bluestonex-builds-the-bridge/
- Recent: 2026-09-24 podcast or video: Autonomous enterprise podcast lesssons 16 executive conversations https://news.sap.com/2026/09/autonomous-enterprise-podcast-lesssons-16-executive-conversations/

## 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.