# Sage Copilot: 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/sage-copilot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 0% | 92 | 100% | 1 |

## And against it

- "In January 2025, Sage Group—an established provider of accounting and financial software—temporarily suspended its AI assistant, Sage Copilot, following a privacy incident." (Claude Haiku 4.5, AI accounting assistants)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| 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 | 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 Sage Copilot, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- acecloudhosting.com: 1
- arxiv.org: 1
- bccpa.ca: 1
- capterra.com: 1
- community.sap.com: 1
- cpapracticeadvisor.com: 1
- en.wikipedia.org: 1
- finance.yahoo.com: 1
- flexi.com: 1
- forwardly.com: 1

### Pages cited

- https://acecloudhosting.com/blog/ai-and-data-privacy-in-accounting: 1
- https://arxiv.org/pdf/1610.07997: 1
- https://arxiv.org/pdf/2008.04073: 1
- https://arxiv.org/pdf/2503.19444: 1
- https://arxiv.org/pdf/2508.11824: 1
- https://bccpa.ca/news-events/cpabc-newsroom/2024/june/ai-risks-in-accounting-and-finance: 1
- https://capterra.com/resources/top-ai-accounting-tools: 1
- https://community.sap.com/t5/enterprise-resource-planning-blog-posts-by-sap/finance-with-sap-s-4hana-cloud-public-edition-2508/ba-p/14181008: 1

## 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.