# SAP Data Services: 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/gtm/vendors/sap-data-services

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 109 | 100% | 1 |

## And against it

- "Examples to Avoid: Ataccama ONE, Informatica Data Quality, IBM Data Quality Solutions, SAP Data Services." (GLM 4.7 FlashX, CRM data quality)

## 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 | 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 | 1 | 1 |
| 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 SAP Data Services, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- reddit.com: 2
- alignedup.com: 1
- alium.io: 1
- amplitude.com: 1
- authencio.com: 1
- aws.amazon.com: 1
- ca.trustpilot.com: 1
- capterra.co.uk: 1
- capterra.com: 1

### Pages cited

- https://alignedup.com/guides/crm-data-cleansing-tools-workflows-best-practices: 1
- https://alium.io/research/top-complaints-crm: 1
- https://amplitude.com/blog/data-management-platform.md: 1
- https://authencio.com/blog/avoiding-common-crm-data-pitfalls-a-sales-professionals-guide-to-clean-data-better-deals: 1
- https://aws.amazon.com/smart-business/resources-for-smb/ai-data-management: 1
- https://aws.amazon.com/smart-business/resources-for-smb/data-management: 1
- https://aws.amazon.com/smart-business/resources-for-smb/data-quality-management: 1
- https://ca.trustpilot.com/review/quickbooks.com: 1

## 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.

## 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.