# SAS: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 163 | 100% | 2 |
| [Marketing resource management](https://www.gane.ai/index/gtm/marketing/marketing-resource-management/index.md) | 0% | 105 | 100% | 1 |
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 95 | 0% | 1 |

## And against it

- "Avoid enterprise-heavy options like Adobe Experience Cloud or SAS unless you have dedicated data teams and budgets over $10K/month" (Grok 4.20, Customer intel)
- "typically cost between $20,000 and $100,000+ per year. For a company operating on a limited budget" (Gemini 3.5 Flash, Marketing resource mgt)
- "Enterprise tools (Qualtrics/SAS) may take 3–6 months to implement." (Qwen 3.7 Flash, Customer intel)

## 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 | 1 | 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 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 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 SAS, from 18 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 9
- gane.ai/index: 6
- capterra.com: 4
- findymail.com: 4
- airbyte.com: 3
- enterpret.com: 3
- explodingtopics.com: 3
- guideflow.com: 3
- softwareadvice.com: 3
- surveysparrow.com: 3

### Pages cited

- https://findymail.com/blog/crm-data-quality: 4
- https://airbyte.com/top-etl-tools-for-sources/choosing-the-right-data-cleaning-tool-a-comprehensive-guide: 3
- https://explodingtopics.com/blog/customer-intelligence-platforms: 3
- https://g2.com/categories/data-quality/f/crm: 3
- https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/enterprise: 3
- https://causalfunnel.com/blog/customer-journey-analytics-software-top-tools-compared: 2
- https://clay.com/guides/best/crm-enrichment-tools: 2
- https://coffee.ai/articles/best-salesforce-data-quality-tools: 2

## 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.